New#

%load_ext autoreload
%autoreload 2

import os
from typing import List, Literal, Tuple

import ms3
import pandas as pd
import plotly.express as px
from dimcat import Pipeline, plotting

import utils

pd.set_option("display.max_rows", 1000)
pd.set_option("display.max_columns", 500)

RESULTS_PATH = os.path.abspath(os.path.join(utils.OUTPUT_FOLDER, "couperin_study"))
os.makedirs(RESULTS_PATH, exist_ok=True)


def make_output_path(
    filename: str,
    extension=None,
    path=RESULTS_PATH,
) -> str:
    return utils.make_output_path(filename=filename, extension=extension, path=path)


def save_figure_as(
    fig, filename, formats=("png", "pdf"), directory=RESULTS_PATH, **kwargs
):
    if formats is not None:
        for fmt in formats:
            plotting.write_image(fig, filename, directory, format=fmt, **kwargs)
    else:
        plotting.write_image(fig, filename, directory, **kwargs)


def style_plotly(fig, save_as=None, **layout):
    layout_args = dict(utils.STD_LAYOUT, **layout)
    fig.update_layout(**layout_args)
    fig.update_xaxes(gridcolor="lightgrey")
    fig.update_yaxes(gridcolor="lightgrey")
    if save_as:
        save_figure_as(fig, save_as)
    fig.show()

Loading data

D = utils.get_dataset("couperin_concerts", corpus_release="v2.2")
D

Dataset
=======
{'inputs': {'basepath': None,
            'packages': {'couperin_concerts': ["'couperin_concerts.measures' (MuseScoreMeasures)",
                                               "'couperin_concerts.notes' (MuseScoreNotes)",
                                               "'couperin_concerts.expanded' (MuseScoreHarmonies)",
                                               "'couperin_concerts.chords' (MuseScoreChords)",
                                               "'couperin_concerts.metadata' (Metadata)"]}},
 'outputs': {'basepath': None, 'packages': {}},
 'pipeline': []}

Grouping data

pipeline = Pipeline(["KeySlicer", "ModeGrouper"])
grouped_D = pipeline.process(D)
grouped_D

SlicedGroupedDataset
====================
{'inputs': {'basepath': None,
            'packages': {'couperin_concerts': ["'couperin_concerts.measures' (MuseScoreMeasures)",
                                               "'couperin_concerts.notes' (MuseScoreNotes)",
                                               "'couperin_concerts.expanded' (MuseScoreHarmonies)",
                                               "'couperin_concerts.chords' (MuseScoreChords)",
                                               "'couperin_concerts.metadata' (Metadata)"]}},
 'outputs': {'basepath': None,
             'packages': {'features': ["'couperin_concerts.expanded.keyannotations' (KeyAnnotations)"]}},
 'pipeline': ['FeatureExtractor', 'KeySlicer', 'ModeGrouper']}

bass_notes = grouped_D.get_feature("bassnotes")
bass_notes.df
mc mn quarterbeats duration_qb mc_onset mn_onset timesig staff voice volta label pedal chord numeral form figbass changes relativeroot cadence phraseend chord_type chord_tones added_tones root alt_label globalkey_is_minor localkey_is_minor globalkey_mode localkey_mode localkey_resolved localkey_and_mode root_roman relativeroot_resolved effective_localkey effective_localkey_resolved effective_localkey_is_minor pedal_resolved chord_and_mode chord_reduced chord_reduced_and_mode applied_to_numeral numeral_or_applied_to_numeral intervals_over_bass intervals_over_root scale_degrees scale_degrees_and_mode scale_degrees_major scale_degrees_minor bass_degree bass_degree_and_mode bass_degree_major bass_degree_minor bass_note_over_local_tonic globalkey localkey bass_note
mode corpus piece localkey_slice i
major couperin_concerts c01n01_prelude [0.0, 16.0) 0 1 0 0 2.00 0 1/2 4/4 1 1 <NA> G.I{ <NA> I I <NA> <NA> <NA> <NA> <NA> { M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0
1 2 1 2 2.00 0 0 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V, major V V, major <NA> V (M3, P5) (M3, P5) (5, 7, 2) (5, 7, 2), major (5, 7, 2) (5, #7, 2) 5 5, major 5 5 P5 G I 1
2 2 1 4 0.50 1/2 1/2 4/4 1 1 <NA> I6 <NA> I6 I <NA> 6 <NA> <NA> <NA> <NA> M (4, 1, 0) () 0 <NA> False False major major I I, major I NaN I I False <NA> I6, major I6 I6, major <NA> I (m3, m6) (M3, P5) (3, 5, 1) (3, 5, 1), major (3, 5, 1) (#3, 5, 1) 3 3, major 3 #3 M3 G I 4
3 2 1 9/2 0.50 5/8 5/8 4/4 1 1 <NA> I <NA> I I <NA> <NA> <NA> <NA> <NA> <NA> M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0
4 2 1 5 0.75 3/4 3/4 4/4 1 1 <NA> V(4) <NA> V(4) V <NA> <NA> 4 <NA> <NA> <NA> M (1, 0, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V(4), major V V, major <NA> V (P4, P5) (P4, P5) (5, 1, 2) (5, 1, 2), major (5, 1, 2) (5, 1, 2) 5 5, major 5 5 P5 G I 1
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
minor couperin_concerts parnasse_07 [173.0, 212.0) 230 52 52 411/2 0.25 3/8 3/8 4/4 1 1 <NA> i64 <NA> i64 i <NA> 64 <NA> <NA> <NA> <NA> m (1, 0, -3) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i64, minor i64 i64, minor <NA> i (P4, m6) (m3, P5) (5, 1, 3) (5, 1, 3), minor (5, 1, b3) (5, 1, 3) 5 5, minor 5 5 P5 b i 1
231 52 52 823/4 0.25 7/16 7/16 4/4 1 1 <NA> iio64 <NA> iio64 ii o 64 <NA> <NA> <NA> <NA> o (-4, 2, -1) () 2 <NA> True True minor minor i i, minor ii NaN i i True <NA> iio64, minor iio64 iio64, minor <NA> ii (a4, M6) (m3, d5) (6, 2, 4) (6, 2, 4), minor (b6, 2, 4) (6, 2, 4) 6 6, minor b6 6 m6 b i -4
232 52 52 206 1.00 1/2 1/2 4/4 1 1 <NA> i6 <NA> i6 i <NA> 6 <NA> <NA> <NA> <NA> m (-3, 1, 0) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i6, minor i6 i6, minor <NA> i (M3, M6) (m3, P5) (3, 5, 1) (3, 5, 1), minor (b3, 5, 1) (3, 5, 1) 3 3, minor b3 3 m3 b i -3
233 52 52 207 1.00 3/4 3/4 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> True True minor minor i i, minor V NaN i i True <NA> V, minor V V, minor <NA> V (M3, P5) (M3, P5) (5, #7, 2) (5, #7, 2), minor (5, 7, 2) (5, #7, 2) 5 5, minor 5 5 P5 b i 1
234 53 53 208 4.00 0 0 4/4 1 1 <NA> i|PAC} <NA> i i <NA> <NA> <NA> <NA> PAC } m (0, -3, 1) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i, minor i i, minor <NA> i (m3, P5) (m3, P5) (1, 3, 5) (1, 3, 5), minor (1, b3, 5) (1, 3, 5) 1 1, minor 1 1 P1 b i 0

8376 rows × 56 columns

bass_notes.intervals_over_bass.iloc[0]

('M3', 'P5')

local_keys = grouped_D.get_feature("KeyAnnotations")
utils.print_heading("Key Segments")
print(local_keys.groupby("mode").size().to_string())
local_keys.df

Key Segments
------------

mode
major    279
minor    287
mc mn quarterbeats duration_qb mc_onset mn_onset timesig staff voice volta label globalkey_is_minor localkey_is_minor globalkey_mode localkey_mode localkey_resolved localkey_and_mode globalkey localkey
mode corpus piece localkey_slice i
major couperin_concerts c01n01_prelude [0.0, 16.0) 0 1 0 0 16.000 0 1/2 4/4 1 1 <NA> G.I{ False False major major I I, major G I
[22.5, 32.0) 22 7 6 45/2 9.500 1/8 1/8 4/4 1 1 <NA> V.V{ False False major major V V, major G V
[32.0, 40.0) 35 9 8 32 8.000 1/2 1/2 4/4 1 1 <NA> IV.ii6{ False False major major IV IV, major G IV
[40.0, 47.0) 41 11 9 40 7.000 1/2 1/2 4/4 1 1 <NA> V.V{ False False major major V V, major G V
[47.0, 98.0) 48 13 11 47 51.000 1/4 1/4 4/4 1 1 <NA> I.V65 False False major major I I, major G I
c01n02_allemande [0.0, 12.5) 0 1 0 0 12.500 0 3/8 4/4 1 1 <NA> G.I{ False False major major I I, major G I
[12.5, 32.0) 15 4 3 25/2 19.500 1/2 1/2 4/4 1 1 <NA> V.iii7 False False major major V V, major G V
[32.0, 37.5) 38 10 8 32 5.500 0 3/8 4/4 1 1 <NA> I.V{ False False major major I I, major G I
[47.5, 72.0) 53 14 12 95/2 24.500 1/4 1/4 4/4 1 1 <NA> I.V7/ii{ False False major major I I, major G I
c01n03_sarabande [13.0, 22.0) 11 5 5 13 9.000 1/4 1/4 3/4 1 1 <NA> III.V65 True False minor major III III, minor g III
[22.0, 25.0) 21 9 8 22 3.000 1/4 1/4 3/4 1 1 2 VII.IV{ True False minor major VII VII, minor g VII
[48.0, 52.0) 42 18 17 48 4.000 0 0 3/4 1 1 <NA> III.V{ True False minor major III III, minor g III
c01n04_gavotte [22.0, 33.0) 19 9 6 22 11.000 0 0 2/2 1 1 <NA> III.V True False minor major III III, minor g III
c01n05_gigue [0.0, 14.5) 0 1 0 0 14.500 0 1/8 6/8 1 1 <NA> G.I{ False False major major I I, major G I
[14.5, 31.0) 25 6 5 29/2 16.500 0 0 6/8 1 1 <NA> V.V False False major major V V, major G V
[31.0, 35.5) 53 12 10 31 4.500 3/8 3/8 6/8 1 1 2 I.V65{ False False major major I I, major G I
[46.0, 49.0) 74 17 15 46 3.000 3/8 3/8 6/8 1 1 <NA> V.V65{ False False major major V V, major G V
[49.0, 52.0) 77 18 16 49 3.000 3/8 3/8 6/8 1 1 <NA> IV.V65 False False major major IV IV, major G IV
[57.5, 90.0) 86 21 19 115/2 32.500 1/4 1/4 6/8 1 1 <NA> I.V65 False False major major I I, major G I
c01n06_menuet_en_trio [30.0, 48.0) 21 12 11 30 18.000 0 0 3/4 1 1 <NA> III.V65/V True False minor major III III, minor g III
c02n01_prelude [1.0, 36.0) 0 2 1 1 35.000 0 0 3/4 1 1 <NA> D.I{ False False major major I I, major D I
[36.0, 60.0) 24 13 11 36 24.000 1/2 1/2 3/4 1 1 <NA> V.I{ False False major major V V, major D V
[60.0, 84.0) 44 21 19 60 24.000 1/2 1/2 3/4 1 1 <NA> I.I6{ False False major major I I, major D I
[84.0, 90.5) 64 29 27 84 6.500 1/2 1/2 3/4 1 1 <NA> V.I{ False False major major V V, major D V
[90.5, 114.0) 70 31 29 181/2 23.500 5/8 5/8 3/4 1 1 <NA> I.iii6 False False major major I I, major D I
c02n02_allemande_fuguee [8.0, 19.5) 0 3 2 8 11.500 3/8 3/8 4/4 1 1 <NA> D.V{ False False major major I I, major D I
[19.5, 44.0) 17 6 5 39/2 24.500 1/4 1/4 4/4 1 1 <NA> V.V False False major major V V, major D V
[44.0, 52.0) 48 13 11 44 8.000 3/8 3/8 4/4 1 1 <NA> IV.V False False major major IV IV, major D IV
[67.5, 71.0) 86 19 17 135/2 3.500 1/4 1/4 4/4 1 1 <NA> V.V False False major major V V, major D V
[71.0, 96.0) 92 20 18 71 25.000 1/8 1/8 4/4 1 1 <NA> I.V False False major major I I, major D I
c02n03_air_tendre [25.0, 29.5) 19 9 9 25 4.500 1/4 1/4 3/4 1 1 <NA> III.I6 True False minor major III III, minor d III
[48.0, 73.0) 36 17 17 48 25.000 0 0 3/4 1 1 <NA> III.I{ True False minor major III III, minor d III
c02n04_air_contrefugue [9.0, 21.0) 6 5 4 9 12.000 3/8 3/8 2/4 1 1 <NA> III.I6 True False minor major III III, minor d III
[64.0, 76.0) 75 34 32 64 12.000 1/8 1/8 2/4 1 1 <NA> VII.V{ True False minor major VII VII, minor d VII
c02n05_echos [0.0, 68.0) 0 1 1 0 68.000 0 0 3/4 1 1 <NA> D.I{ False False major major I I, major D I
[68.0, 93.0) 37 23 23 68 25.000 1/2 1/2 3/4 1 1 <NA> V.V65 False False major major V V, major D V
[93.0, 141.0) 55 32 32 93 48.000 0 0 3/4 1 1 <NA> I.I6 False False major major I I, major D I
[171.0, 177.0) 96 58 58 171 6.000 0 0 3/4 1 1 <NA> I.V False False major major I I, major D I
[177.0, 189.0) 101 60 60 177 12.000 0 0 3/4 1 1 <NA> V.IV{ False False major major V V, major D V
[189.0, 255.0) 112 64 64 189 66.000 0 0 3/4 1 1 <NA> I.V{ False False major major I I, major D I
c03n01_prelude [0.0, 11.25) 0 1 0 0 11.250 0 15/16 4/4 1 1 <NA> A.I{ False False major major I I, major A I
[11.25, 29.25) 15 4 3 45/4 18.000 3/4 3/4 4/4 1 1 <NA> V.viio64 False False major major V V, major A V
[29.25, 37.25) 35 9 8 117/4 8.000 1/4 1/4 4/4 1 1 <NA> I.V6 False False major major I I, major A I
[37.25, 45.25) 47 11 10 149/4 8.000 1/4 1/4 4/4 1 1 <NA> IV.I64 False False major major IV IV, major A IV
[45.25, 70.25) 57 13 12 181/4 25.000 1/4 1/4 4/4 1 1 <NA> I.IV6{ False False major major I I, major A I
c03n02_allemande [0.25, 17.0) 0 1 0 1/4 16.750 1/16 5/16 4/4 1 1 <NA> A.I{ False False major major I I, major A I
[17.0, 28.5) 26 5 4 17 11.500 1/2 1/2 4/4 1 1 <NA> V.IV False False major major V V, major A V
[28.5, 33.0) 44 9 7 57/2 4.500 1/8 3/8 4/4 1 1 <NA> I.IV6 False False major major I I, major A I
[51.0, 55.5) 76 15 12 51 4.500 0 0 4/4 1 1 <NA> V.V2 False False major major V V, major A V
[55.5, 72.0) 83 16 13 111/2 16.500 1/8 1/8 4/4 1 1 <NA> I.V2 False False major major I I, major A I
c03n03_courante [81.5, 87.5) 58 16 14 163/2 6.000 3/4 3/4 3/2 1 1 <NA> VII.IV6 True False minor major VII VII, minor a VII
[87.5, 99.5) 62 17 15 175/2 12.000 3/4 3/4 3/2 1 1 <NA> III.IV6 True False minor major III III, minor a III
[104.5, 112.5) 77 20 18 209/2 8.000 1/2 1/2 3/2 1 1 <NA> IV.V6 True False minor major IV IV, minor a IV
c03n04_sarabande_grave [13.0, 23.75) 10 5 5 13 10.750 1/4 1/4 3/4 1 1 <NA> III.V65 True False minor major III III, minor a III
[48.0, 61.0) 37 17 17 48 13.000 0 0 3/4 1 1 <NA> III.V7 True False minor major III III, minor a III
c03n05_gavotte [15.0, 25.0) 13 5 4 15 10.000 1/4 1/4 2/2 1 1 <NA> III.I6 True False minor major III III, minor a III
[56.0, 66.0) 43 16 13 56 10.000 1/2 1/2 2/2 1 1 <NA> III.ii6{ True False minor major III III, minor a III
c03n06_musette_1 [0.0, 48.0) 0 1 0 0 48.000 0 3/8 6/8 1 1 <NA> A.I{ False False major major I I, major A I
c03n07_musette_2 [0.0, 48.0) 0 1 0 0 48.000 0 3/8 6/8 1 1 <NA> A.I{ False False major major I I, major A I
c03n08_chaconne_legere [3.0, 6.0) 5 3 2 3 3.000 1/8 1/8 3/8 1 1 <NA> III.I6 True False minor major III III, minor a III
[15.5, 18.0) 25 12 10 31/2 2.500 1/4 1/4 3/8 1 1 <NA> VII.V43 True False minor major VII VII, minor a VII
[39.0, 42.0) 57 28 26 39 3.000 1/8 1/8 3/8 1 1 <NA> III.I6 True False minor major III III, minor a III
[87.0, 90.0) 134 60 58 87 3.000 1/8 1/8 3/8 1 1 <NA> III.I6 True False minor major III III, minor a III
[102.0, 162.0) 159 71 68 102 60.000 0 1/8 3/8 1 1 <NA> I.I{ True False minor major I I, minor a I
[165.0, 168.0) 242 114 110 165 3.000 1/8 1/8 3/8 1 1 <NA> III.I6 True False minor major III III, minor a III
[177.0, 180.0) 262 122 118 177 3.000 1/8 1/8 3/8 1 1 <NA> III.I6 True False minor major III III, minor a III
c04n01_prelude [13.0, 28.0) 22 4 4 13 15.000 1/4 1/4 4/4 1 1 <NA> III.V65 True False minor major III III, minor e III
c04n02_allemande [20.0, 35.5) 26 7 5 20 15.500 0 3/8 4/4 1 1 <NA> III.I{ True False minor major III III, minor e III
c04n03_courante_francoise [0.5, 40.5) 0 2 1 1/2 40.000 0 0 3/2 1 1 <NA> E.I{ False False major major I I, major E I
[40.5, 59.5) 27 8 7 81/2 19.000 1 1 3/2 1 1 <NA> V.V43 False False major major V V, major E V
[72.5, 126.0) 53 15 13 145/2 53.500 0 0 3/2 1 1 <NA> I.V6/V False False major major I I, major E I
c04n04_courante_a_litalienne [25.5, 55.5) 12 10 9 51/2 30.000 0 0 6/8 1 1 <NA> III.V True False minor major III III, minor e III
[79.5, 89.0) 45 29 27 159/2 9.500 0 0 6/8 1 1 <NA> VII.V True False minor major VII VII, minor e VII
[89.0, 96.0) 49 32 30 89 7.000 1/8 1/8 6/8 1 1 <NA> III.V{ True False minor major III III, minor e III
c04n05_sarabande [0.0, 36.0) 0 1 1 0 36.000 0 0 3/4 1 1 <NA> E.I{ False False major major I I, major E I
[48.0, 72.0) 30 17 17 48 24.000 0 0 3/4 1 1 <NA> I.V65{ False False major major I I, major E I
c04n06_rigaudon [0.0, 24.5) 0 1 0 0 24.500 0 3/8 2/4 1 1 <NA> E.I{ False False major major I I, major E I
[24.5, 32.5) 17 14 12 49/2 8.000 0 0 2/4 1 1 <NA> V.ii65 False False major major V V, major E V
[48.5, 58.5) 29 27 24 97/2 10.000 0 0 2/4 1 1 <NA> I.V2 False False major major I I, major E I
[58.5, 64.5) 38 32 29 117/2 6.000 0 0 2/4 1 1 <NA> IV.ii(4) False False major major IV IV, major E IV
[64.5, 72.5) 43 35 32 129/2 8.000 0 0 2/4 1 1 <NA> V.V6 False False major major V V, major E V
[72.5, 84.0) 49 39 36 145/2 11.500 0 0 2/4 1 1 <NA> I.I False False major major I I, major E I
c04n07_forlane [0.0, 48.5) 0 1 0 0 48.500 0 1/4 6/8 1 1 <NA> E.I{ False False major major I I, major E I
[60.0, 132.0) 44 23 19 60 72.000 1/4 1/4 6/8 1 1 <NA> I.IV6{ False False major major I I, major E I
c05n01_prelude [0.0, 8.0) 0 1 0 0 8.000 0 1/4 3/8 1 1 <NA> F.I{ False False major major I I, major F I
[8.0, 17.0) 11 7 6 8 9.000 0 0 3/8 1 1 <NA> V.ii False False major major V V, major F V
[17.0, 30.5) 23 13 12 17 13.500 0 0 3/8 1 1 <NA> I.I6 False False major major I I, major F I
[30.5, 35.0) 41 22 21 61/2 4.500 0 0 3/8 1 1 <NA> V.bIII+M7(9) False False major major V V, major F V
[35.0, 41.0) 48 25 24 35 6.000 0 0 3/8 1 1 <NA> I.I6 False False major major I I, major F I
[47.0, 78.0) 63 33 32 47 31.000 0 0 3/8 1 1 <NA> I.V False False major major I I, major F I
c05n02_allemande [7.5, 22.5) 0 3 2 15/2 15.000 1/4 1/4 2/2 1 1 <NA> F.I{ False False major major I I, major F I
[22.5, 44.0) 21 7 6 45/2 21.500 0 0 2/2 1 1 <NA> V.V False False major major V V, major F V
[44.0, 52.5) 51 13 11 44 8.500 3/8 3/8 2/2 1 1 2 I.V False False major major I I, major F I
[88.5, 174.5) 87 24 22 177/2 86.000 1/2 1/2 2/2 1 1 <NA> I.V False False major major I I, major F I
c05n03_sarabande [24.0, 48.0) 18 9 9 24 24.000 0 0 3/4 1 1 <NA> III.I6{ True False minor major III III, minor f III
c05n04_gavote [40.0, 44.0) 30 12 10 40 4.000 0 1/2 4/4 1 1 <NA> III.I{ True False minor major III III, minor f III
[44.0, 50.0) 34 13 11 44 6.000 1/2 1/2 4/4 1 1 <NA> VII.ii65 True False minor major VII VII, minor f VII
[60.0, 65.0) 47 17 15 60 5.000 1/2 1/2 4/4 1 1 <NA> III.V65 True False minor major III III, minor f III
[65.0, 77.0) 51 18 16 65 12.000 3/4 3/4 4/4 1 1 <NA> VII.I64 True False minor major VII VII, minor f VII
[108.0, 112.0) 88 29 27 108 4.000 1/2 1/2 4/4 1 1 <NA> III.V6 True False minor major III III, minor f III
c05n05_musete [0.0, 49.5) 0 1 0 0 49.500 0 3/8 6/8 1 1 <NA> F.I{ False False major major I I, major F I
[49.5, 60.0) 30 20 17 99/2 10.500 0 0 6/8 1 1 <NA> V.I False False major major V V, major F V
[60.0, 84.0) 39 23 20 60 24.000 3/8 3/8 6/8 1 1 <NA> I.I6{ False False major major I I, major F I
[120.0, 132.0) 84 44 40 120 12.000 3/8 3/8 6/8 1 1 <NA> I.IV{ False False major major I I, major F I
[132.0, 144.0) 92 48 44 132 12.000 3/8 3/8 6/8 1 1 <NA> V.IV False False major major V V, major F V
[144.0, 162.0) 100 52 48 144 18.000 3/8 3/8 6/8 1 1 <NA> I.vi{ False False major major I I, major F I
c06n01_grave [0.0, 26.0) 0 1 1 0 26.000 0 0 4/4 1 1 <NA> Bb.I{ False False major major I I, major Bb I
[26.0, 29.5) 26 7 7 26 3.500 1/2 1/2 4/4 1 1 <NA> V.IVM7(9) False False major major V V, major Bb V
[29.5, 32.0) 31 8 8 59/2 2.500 3/8 3/8 4/4 1 1 <NA> I.ii6 False False major major I I, major Bb I
[32.0, 39.0) 36 9 9 32 7.000 0 0 4/4 1 1 <NA> V.V43 False False major major V V, major Bb V
[39.0, 50.0) 45 10 10 39 11.000 3/4 3/4 4/4 1 1 <NA> I.IV65 False False major major I I, major Bb I
[64.0, 96.0) 75 17 17 64 32.000 0 0 4/4 1 1 <NA> I.IV(9) False False major major I I, major Bb I
c06n02_allemande [0.0, 24.5) 0 1 0 0 24.500 0 3/8 4/4 1 1 <NA> Bb.I{ False False major major I I, major Bb I
[24.5, 44.0) 23 7 6 49/2 19.500 1/2 1/2 4/4 1 1 <NA> V.ii False False major major V V, major Bb V
[44.0, 52.5) 35 13 11 44 8.500 0 3/8 4/4 1 1 <NA> I.V{ False False major major I I, major Bb I
[67.5, 79.5) 63 19 17 135/2 12.000 1/4 1/4 4/4 1 1 <NA> V.I6 False False major major V V, major Bb V
[79.5, 104.5) 73 22 20 159/2 25.000 1/4 1/4 4/4 1 1 <NA> I.I6 False False major major I I, major Bb I
[104.5, 112.5) 104 28 26 209/2 8.000 1/2 1/2 4/4 1 1 <NA> IV.V65 False False major major IV IV, major Bb IV
[112.5, 118.0) 114 30 28 225/2 5.500 1/2 1/2 4/4 1 1 <NA> V.V65 False False major major V V, major Bb V
[118.0, 123.0) 120 31 29 118 5.000 7/8 7/8 4/4 1 1 <NA> I.ii False False major major I I, major Bb I
c06n03_sarabande [0.0, 26.0) 0 1 0 0 26.000 0 1/2 3/4 1 1 <NA> Bb.I{ False False major major I I, major Bb I
[26.0, 51.0) 23 10 9 26 25.000 1/4 1/4 3/4 1 1 <NA> V.ii6 False False major major V V, major Bb V
[51.0, 55.0) 42 19 17 51 4.000 1/2 1/2 3/4 1 1 <NA> I.V7 False False major major I I, major Bb I
[78.0, 85.0) 68 28 26 78 7.000 1/2 1/2 3/4 1 1 <NA> I.V65 False False major major I I, major Bb I
[85.0, 96.0) 74 31 29 85 11.000 0 0 3/4 1 1 <NA> V.ii False False major major V V, major Bb V
[96.0, 101.0) 82 34 32 96 5.000 1/2 1/2 3/4 1 1 <NA> IV.ii{ False False major major IV IV, major Bb IV
[101.0, 120.0) 85 36 34 101 19.000 1/4 1/4 3/4 1 1 <NA> I.ii6 False False major major I I, major Bb I
[120.0, 124.0) 104 42 40 120 4.000 1/2 1/2 3/4 1 1 <NA> IV.ii6{ False False major major IV IV, major Bb IV
[124.0, 133.0) 108 44 42 124 9.000 0 0 3/4 1 1 <NA> I.I6 False False major major I I, major Bb I
c06n04_air_diable [0.0, 12.5) 0 1 0 0 12.500 0 3/8 2/4 1 1 <NA> Bb.I{ False False major major I I, major Bb I
[12.5, 32.0) 10 8 7 25/2 19.500 0 0 2/4 1 1 <NA> V.IV False False major major V V, major Bb V
[32.0, 40.5) 35 18 16 32 8.500 0 3/8 2/4 1 1 <NA> I.V{ False False major major I I, major Bb I
[40.5, 48.0) 46 23 21 81/2 7.500 0 0 2/4 1 1 <NA> IV.V65 False False major major IV IV, major Bb IV
[60.0, 88.0) 74 32 30 60 28.000 3/8 3/8 2/4 1 1 <NA> I.ii{ False False major major I I, major Bb I
c06n05_siciliene [0.0, 27.5) 0 1 0 0 27.500 0 1/4 12/8 1 1 <NA> Bb.I{ False False major major I I, major Bb I
[27.5, 36.0) 23 5 4 55/2 8.500 9/8 9/8 12/8 1 1 <NA> V.IV False False major major V V, major Bb V
[36.0, 55.5) 34 7 6 36 19.500 1/4 1/4 12/8 1 1 <NA> I.V65{ False False major major I I, major Bb I
[55.5, 66.5) 52 11 9 111/2 11.000 5/8 5/8 12/8 1 1 <NA> IV.I6 False False major major IV IV, major Bb IV
[84.5, 126.0) 84 16 14 169/2 41.500 3/8 3/8 12/8 1 1 <NA> I.V65 False False major major I I, major Bb I
c07n01_grave [12.0, 17.5) 18 4 4 12 5.500 0 0 4/4 1 1 <NA> III.V True False minor major III III, minor g III
[28.5, 32.5) 42 8 8 57/2 4.000 1/8 1/8 4/4 1 1 <NA> VII.IV6{ True False minor major VII VII, minor g VII
c07n02_allemande [10.5, 14.0) 8 4 3 21/2 3.500 0 0 4/4 1 1 <NA> III.V True False minor major III III, minor g III
[14.0, 20.0) 12 4 3 14 6.000 7/8 7/8 4/4 1 1 <NA> VII.ii7 True False minor major VII VII, minor g VII
[48.0, 56.5) 52 14 12 48 8.500 0 3/8 4/4 1 1 <NA> III.I{ True False minor major III III, minor g III
c07n03_sarabande [36.0, 48.0) 25 13 13 36 12.000 0 0 3/4 1 1 <NA> III.I{ True False minor major III III, minor g III
c07n04_fuguete [15.0, 22.5) 4 6 5 15 7.500 3/8 3/8 6/8 1 1 <NA> III.V43 True False minor major III III, minor g III
[57.0, 63.0) 48 21 19 57 6.000 0 3/8 6/8 1 1 <NA> III.I{ True False minor major III III, minor g III
[63.0, 72.0) 55 23 21 63 9.000 3/8 3/8 6/8 1 1 <NA> VII.V True False minor major VII VII, minor g VII
[87.0, 94.5) 81 31 29 87 7.500 3/8 3/8 6/8 1 1 <NA> III.V43 True False minor major III III, minor g III
c07n05_gavote [40.0, 64.0) 13 12 10 40 24.000 1/2 1/2 4/4 1 1 <NA> III.V{ True False minor major III III, minor g III
[72.0, 80.0) 29 20 18 72 8.000 1/2 1/2 4/4 1 1 <NA> III.V{ True False minor major III III, minor g III
c07n06_siciliene [13.5, 48.0) 11 3 2 27/2 34.500 1 1 12/8 1 1 <NA> III.V65 True False minor major III III, minor g III
c08n01_ouverture [0.0, 16.5) 0 1 0 0 16.500 0 5/8 4/4 1 1 <NA> G.I{ False False major major I I, major G I
[41.5, 77.5) 28 12 11 83/2 36.000 0 0 4/4 1 1 <NA> V.V2 False False major major V V, major G V
[77.5, 110.5) 46 23 21 155/2 33.000 0 0 3/4 1 1 <NA> I.V False False major major I I, major G I
[110.5, 132.5) 66 34 32 221/2 22.000 0 0 3/4 1 1 <NA> V.IVM7 False False major major V V, major G V
[132.5, 146.5) 83 41 39 265/2 14.000 1/4 1/4 3/4 1 1 <NA> I.I6{ False False major major I I, major G I
[173.5, 185.5) 105 55 53 347/2 12.000 0 0 3/4 1 1 <NA> V.V43 False False major major V V, major G V
[185.5, 197.5) 110 59 57 371/2 12.000 0 0 3/4 1 1 <NA> I.V43 False False major major I I, major G I
[197.5, 209.5) 115 63 61 395/2 12.000 0 0 3/4 1 1 <NA> IV.V2 False False major major IV IV, major G IV
[209.5, 284.5) 123 67 65 419/2 75.000 0 0 3/4 1 1 <NA> I.vi False False major major I I, major G I
c08n02_ritournele [34.0, 42.0) 22 9 9 34 8.000 1/2 1/2 2/2 1 1 <NA> VII.IV6 True False minor major VII VII, minor g VII
[84.0, 122.0) 52 20 20 84 38.000 0 0 6/4 1 1 <NA> III.I6{ True False minor major III III, minor g III
c08n03_air [24.0, 36.0) 13 7 7 24 12.000 0 0 4/4 1 1 <NA> III.V True False minor major III III, minor g III
[58.0, 98.0) 28 16 15 58 40.000 1/2 1/2 4/4 1 1 <NA> III.V6 True False minor major III III, minor g III
c08n04_air_tendre [28.0, 49.0) 24 12 10 28 21.000 0 0 3/4 1 1 <NA> III.V True False minor major III III, minor g III
[49.0, 60.0) 38 20 17 49 11.000 0 0 3/4 1 1 <NA> VII.V65/V True False minor major VII VII, minor g VII
c08n05_air_leger [0.0, 12.0) 0 1 0 0 12.000 0 1/4 3/8 1 1 <NA> G.I{ False False major major I I, major G I
[12.0, 24.5) 13 10 8 12 12.500 0 1/4 3/8 1 1 <NA> V.I{ False False major major V V, major G V
[24.5, 57.0) 28 19 17 49/2 32.500 0 0 3/8 1 1 <NA> I.I6 False False major major I I, major G I
c08n06_Loure [0.0, 36.0) 0 1 0 0 36.000 0 3/4 6/4 1 1 <NA> G.I{ False False major major I I, major G I
[36.0, 69.0) 23 7 6 36 33.000 3/4 3/4 6/4 1 1 <NA> V.ii7 False False major major V V, major G V
[138.0, 192.0) 79 25 23 138 54.000 3/4 3/4 6/4 1 1 <NA> I.V6{ False False major major I I, major G I
c08n07_air [32.0, 79.0) 21 10 8 32 47.000 0 3/4 4/4 1 1 <NA> III.I{ True False minor major III III, minor g III
c08n08_sarabande [0.0, 17.0) 0 1 1 0 17.000 0 0 3/4 1 1 <NA> G.I{ False False major major I I, major G I
[24.0, 31.0) 22 10 9 24 7.000 0 0 3/4 1 1 <NA> I.V{ False False major major I I, major G I
[48.0, 72.0) 41 18 17 48 24.000 0 0 3/4 1 1 <NA> I.IV{ False False major major I I, major G I
c08n09_air_leger [0.0, 21.0) 0 1 1 0 21.000 0 0 3/4 1 1 <NA> G.I{ False False major major I I, major G I
[21.0, 33.0) 11 8 8 21 12.000 0 0 3/4 1 1 <NA> V.V False False major major V V, major G V
[33.0, 47.0) 20 13 12 33 14.000 0 0 3/4 1 1 <NA> I.V{ False False major major I I, major G I
[60.0, 93.0) 34 21 20 60 33.000 0 0 3/4 1 1 <NA> I.V6{ False False major major I I, major G I
c08n10_air_lentement [44.0, 58.0) 35 15 15 44 14.000 1/2 1/2 3/4 1 1 <NA> III.ii7 True False minor major III III, minor g III
c08n11_air_baccantes [0.0, 25.0) 0 1 0 0 25.000 0 1/2 6/4 1 1 <NA> G.I{ False False major major I I, major G I
[25.0, 48.0) 8 5 4 25 23.000 3/4 3/4 6/4 1 1 <NA> V.V65 False False major major V V, major G V
[48.0, 62.0) 24 10 8 48 14.000 0 1/2 6/4 1 1 <NA> I.V{ False False major major I I, major G I
[79.0, 109.0) 43 15 13 79 30.000 3/4 3/4 6/4 1 1 <NA> I.V/ii False False major major I I, major G I
c09n01_charme [1.5, 34.0) 0 1 1 3/2 32.500 3/8 3/8 4/4 1 1 <NA> E.I{ False False major major I I, major E I
[49.0, 78.0) 84 13 13 49 29.000 1/4 1/4 4/4 1 1 <NA> I.vi False False major major I I, major E I
c09n02_lenjouement [0.0, 29.0) 0 1 0 0 29.000 0 1/8 4/4 1 1 <NA> E.I{ False False major major I I, major E I
[29.0, 56.0) 35 8 7 29 27.000 3/8 3/8 4/4 1 1 <NA> V.vi6 False False major major V V, major E V
[56.0, 65.5) 79 16 14 56 9.500 1/8 1/8 4/4 1 1 <NA> IV.V2 False False major major IV IV, major E IV
[78.5, 97.0) 107 21 19 157/2 18.500 3/4 3/4 4/4 1 1 <NA> I.IV False False major major I I, major E I
[109.5, 137.5) 140 29 27 219/2 28.000 1/2 1/2 4/4 1 1 <NA> I.I False False major major I I, major E I
c09n03_graces [0.0, 28.5) 0 1 0 0 28.500 0 11/8 6/4 1 1 <NA> E.I{ False False major major I I, major E I
[28.5, 54.5) 20 6 5 57/2 26.000 1 1 6/4 1 1 <NA> V.ii6 False False major major V V, major E V
[54.5, 63.5) 38 12 10 109/2 9.000 0 0 6/4 1 1 <NA> I.V False False major major I I, major E I
[63.5, 75.5) 45 13 11 127/2 12.000 3/4 3/4 6/4 1 1 <NA> IV.V False False major major IV IV, major E IV
[99.5, 132.0) 74 19 17 199/2 32.500 3/4 3/4 6/4 1 1 <NA> I.I False False major major I I, major E I
c09n04_Lejene [0.0, 16.5) 0 1 0 0 16.500 0 3/8 2/4 1 1 <NA> E.I{ False False major major I I, major E I
[16.5, 44.0) 12 10 9 33/2 27.500 0 0 2/4 1 1 <NA> V.ii False False major major V V, major E V
[66.5, 79.5) 74 36 34 133/2 13.000 0 0 2/4 1 1 <NA> V.V2 False False major major V V, major E V
[79.5, 104.0) 90 42 40 159/2 24.500 1/4 1/4 2/4 1 1 <NA> I.I{ False False major major I I, major E I
c09n05_vivacite [0.0, 28.5) 0 1 0 0 28.500 0 3/8 4/4 1 1 <NA> E.I{ False False major major I I, major E I
[28.5, 56.5) 31 8 7 57/2 28.000 1/2 1/2 4/4 1 1 <NA> V.I False False major major V V, major E V
[91.5, 104.5) 112 25 23 183/2 13.000 1/4 1/4 4/4 1 1 <NA> I.V7 False False major major I I, major E I
[104.5, 112.5) 128 28 26 209/2 8.000 1/2 1/2 4/4 1 1 <NA> IV.ii False False major major IV IV, major E IV
[112.5, 140.0) 140 30 28 225/2 27.500 1/2 1/2 4/4 1 1 <NA> I.I6 False False major major I I, major E I
c09n06_Sarabande [24.0, 48.0) 15 10 9 24 24.000 0 0 3/4 1 1 <NA> III.I{ True False minor major III III, minor e III
c09n07_douceur [13.25, 24.25) 21 10 9 53/4 11.000 1/8 1/8 3/8 1 1 <NA> III.V6 True False minor major III III, minor e III
c09n08_caetera [13.5, 24.0) 8 7 5 27/2 10.500 0 0 6/8 1 1 <NA> III.I6 True False minor major III III, minor e III
[36.0, 51.0) 41 15 12 36 15.000 0 3/8 6/8 1 1 <NA> I.I{ True False minor major I I, minor e I
[51.0, 54.0) 50 21 17 51 3.000 3/8 3/8 6/8 1 1 <NA> V.V43 True False minor major V V, minor e V
[54.0, 69.0) 55 22 18 54 15.000 3/8 3/8 6/8 1 1 <NA> I.V65/IV{ True False minor major I I, minor e I
c10n01_gravement [9.0, 17.0) 10 3 3 9 8.000 1/4 1/4 4/4 1 1 <NA> III.I{ True False minor major III III, minor a III
c10n02_air [12.0, 24.0) 14 5 4 12 12.000 3/8 3/8 6/8 1 1 <NA> III.I{ True False minor major III III, minor a III
[45.0, 50.75) 54 17 15 45 5.750 0 3/8 6/8 1 1 <NA> III.I{ True False minor major III III, minor a III
c10n03_plainte [0.0, 77.0) 0 1 1 0 77.000 0 0 4/4 1 1 <NA> A.I[I{ False False major major I I, major A I
[93.0, 119.5) 55 28 24 93 26.500 0 1/8 4/4 1 1 <NA> bIII.I{ False False major major bIII bIII, major A bIII
c10n04_tromba [0.0, 18.5) 0 1 0 0 18.500 0 5/8 6/8 1 1 <NA> A.I{ False False major major I I, major A I
[18.5, 48.5) 7 8 7 37/2 30.000 0 0 6/8 1 1 <NA> V.IV False False major major V V, major A V
[48.5, 63.5) 26 19 17 97/2 15.000 0 0 6/8 1 1 <NA> I.V False False major major I I, major A I
[63.5, 72.5) 30 24 22 127/2 9.000 0 0 6/8 1 1 <NA> IV.I False False major major IV IV, major A IV
[72.5, 126.0) 37 27 25 145/2 53.500 0 0 6/8 1 1 <NA> I.IV False False major major I I, major A I
c11n01_majestueusement [34.0, 48.0) 10 6 6 34 14.000 1 1 6/4 1 1 <NA> III.I True False minor major III III, minor c III
[96.0, 122.0) 33 17 17 96 26.000 0 0 6/4 1 1 <NA> III.V6{ True False minor major III III, minor c III
[122.0, 140.0) 47 21 21 122 18.000 1/2 1/2 6/4 1 1 <NA> VII.V2 True False minor major VII VII, minor c VII
c11n02_allemande [12.0, 24.0) 12 4 3 12 12.000 1/4 1/4 4/4 1 1 <NA> III.V6 True False minor major III III, minor c III
[41.0, 48.25) 44 12 10 41 7.250 1/2 1/2 4/4 1 1 <NA> VII.V True False minor major VII VII, minor c VII
c11n03_seconde_allemande [7.5, 15.5) 8 3 2 15/2 8.000 1/4 1/4 4/4 1 1 <NA> III.V65 True False minor major III III, minor c III
[35.5, 43.5) 51 11 9 71/2 8.000 1/4 1/4 4/4 1 1 <NA> III.V2/V True False minor major III III, minor c III
c11n04_courante [58.5, 69.5) 43 12 10 117/2 11.000 1 1 6/4 1 1 <NA> III.V6 True False minor major III III, minor c III
c11n05_seconde_courante [0.0, 41.5) 0 1 0 0 41.500 0 11/8 6/4 1 1 <NA> C.I{ False False major major I I, major C I
[41.5, 54.0) 28 8 7 83/2 12.500 5/4 5/4 6/4 1 1 <NA> V.V6 False False major major V V, major C V
[54.0, 63.5) 35 11 9 54 9.500 0 11/8 6/4 1 1 <NA> I.V{ False False major major I I, major C I
[75.5, 93.5) 53 15 13 151/2 18.000 3/4 3/4 6/4 1 1 <NA> I.V False False major major I I, major C I
[101.5, 126.0) 69 19 17 203/2 24.500 5/4 5/4 6/4 1 1 <NA> I.V6/V False False major major I I, major C I
c11n06_sarabande [12.0, 22.0) 7 5 5 12 10.000 0 0 3/4 1 1 <NA> VII.IV{ True False minor major VII VII, minor c VII
[58.0, 72.0) 37 20 20 58 14.000 1/4 1/4 3/4 1 1 <NA> VII.V True False minor major VII VII, minor c VII
[72.0, 84.0) 42 25 25 72 12.000 0 0 3/4 1 1 <NA> III.I6{ True False minor major III III, minor c III
c11n07_gigue [13.0, 25.5) 9 5 4 13 12.500 5/8 5/8 6/8 1 1 <NA> III.V6 True False minor major III III, minor c III
[54.0, 66.0) 60 20 18 54 12.000 3/8 3/8 6/8 1 1 <NA> VII.ii6{ True False minor major VII VII, minor c VII
c11n08_Rondeau [12.5, 15.5) 21 11 9 25/2 3.000 0 0 3/8 1 1 <NA> III.ii7 True False minor major III III, minor c III
[15.5, 18.0) 26 13 11 31/2 2.500 0 0 3/8 1 1 <NA> VII.ii7 True False minor major VII VII, minor c VII
[25.0, 30.0) 44 20 17 25 5.000 1/8 1/8 3/8 1 1 <NA> VII.V True False minor major VII VII, minor c VII
[30.0, 36.0) 53 23 20 30 6.000 1/4 1/4 3/8 1 1 <NA> III.I6 True False minor major III III, minor c III
c14n01_gravement [6.5, 11.0) 9 2 2 13/2 4.500 5/8 5/8 4/4 1 1 <NA> III.I6 True False minor major III III, minor d III
[38.75, 42.0) 56 10 10 155/4 3.250 11/16 11/16 4/4 1 1 <NA> III.ii65 True False minor major III III, minor d III
c14n02_allemande [21.0, 28.0) 28 7 6 21 7.000 1/4 1/4 4/4 1 1 <NA> III.V7/ii True False minor major III III, minor d III
[46.0, 58.0) 55 14 12 46 12.000 1/2 1/2 4/4 1 1 <NA> VII.ii43 True False minor major VII VII, minor d VII
[58.0, 62.0) 63 17 15 58 4.000 1/2 1/2 4/4 1 1 <NA> III.V65 True False minor major III III, minor d III
c14n03_sarabande [27.0, 36.0) 13 10 10 27 9.000 0 0 3/4 1 1 <NA> III.I6 True False minor major III III, minor d III
c14n04_fuguete [24.5, 35.0) 36 9 9 49/2 10.500 1/8 1/8 6/8 1 1 <NA> III.v True False minor major III III, minor d III
[87.5, 94.0) 124 30 30 175/2 6.500 1/8 1/8 6/8 1 1 <NA> III.V65 True False minor major III III, minor d III
[94.0, 99.0) 136 32 32 94 5.000 1/4 1/4 6/8 1 1 <NA> VII.V43 True False minor major VII VII, minor d VII
[132.0, 138.5) 174 45 45 132 6.500 0 0 6/8 1 1 <NA> III.V7 True False minor major III III, minor d III
parnasse_01 [22.5, 25.0) 21 6 6 45/2 2.500 5/8 5/8 4/4 1 1 <NA> III.I6 True False minor major III III, minor b III
parnasse_02 [19.5, 23.0) 21 7 7 39/2 3.500 3/8 3/8 6/8 1 1 <NA> III.I6(2) True False minor major III III, minor b III
[23.0, 37.5) 27 8 8 23 14.500 1/2 1/2 6/8 1 1 <NA> VII.V43 True False minor major VII VII, minor b VII
[45.5, 67.0) 67 16 16 91/2 21.500 1/8 1/8 6/8 1 1 <NA> III.I{ True False minor major III III, minor b III
[120.5, 132.5) 163 41 41 241/2 12.000 1/8 1/8 6/8 1 1 <NA> III.I{ True False minor major III III, minor b III
parnasse_03 [0.0, 24.0) 0 1 1 0 24.000 0 0 4/4 1 1 <NA> D.IV{ False False major major I I, major D I
[24.0, 48.0) 8 7 7 24 24.000 0 0 4/4 1 1 <NA> V.V(4) False False major major V V, major D V
[48.0, 58.0) 21 13 13 48 10.000 0 0 4/4 1 1 <NA> I.ii False False major major I I, major D I
[100.0, 188.0) 49 26 26 100 88.000 0 0 4/4 1 1 <NA> I.V65 False False major major I I, major D I
parnasse_04 [0.5, 30.0) 0 1 1 1/2 29.500 1/8 1/8 3/8 1 1 <NA> D.V{ False False major major I I, major D I
[35.0, 44.0) 40 24 24 35 9.000 1/8 1/8 3/8 1 1 <NA> V.I{ False False major major V V, major D V
[44.0, 63.0) 49 30 30 44 19.000 1/8 1/8 3/8 1 1 <NA> I.V7{ False False major major I I, major D I
parnasse_05 [0.0, 15.5) 0 1 0 0 15.500 0 1/8 4/4 1 1 <NA> D.I{ False False major major I I, major D I
[15.5, 20.5) 16 5 4 31/2 5.000 0 0 4/4 1 1 <NA> V.V7 False False major major V V, major D V
[20.5, 41.5) 23 6 5 41/2 21.000 1/4 1/4 4/4 1 1 <NA> I.iii6 False False major major I I, major D I
[41.5, 52.0) 40 11 10 83/2 10.500 1/2 1/2 4/4 1 1 <NA> IV.V False False major major IV IV, major D IV
[73.5, 107.5) 66 19 18 147/2 34.000 1/2 1/2 4/4 1 1 <NA> I.V65 False False major major I I, major D I
parnasse_06 [0.375, 7.875) 0 1 1 3/8 7.500 3/32 3/32 3/8 1 1 <NA> D.I{ False False major major I I, major D I
[7.875, 18.5) 8 6 6 63/8 10.625 3/32 3/32 3/8 1 1 <NA> V.V/V False False major major V V, major D V
[25.0, 32.0) 34 17 17 25 7.000 1/4 1/4 3/8 1 1 <NA> VII.ii%65 False False major major VII VII, major D VII
parnasse_07 [40.0, 51.0) 34 11 11 40 11.000 0 0 4/4 1 1 <NA> III.V True False minor major III III, minor b III
[51.0, 64.0) 43 13 13 51 13.000 3/4 3/4 4/4 1 1 <NA> VII.IV6 True False minor major VII VII, minor b VII
[142.0, 147.0) 153 36 36 142 5.000 1/2 1/2 4/4 1 1 <NA> VII.V2 True False minor major VII VII, minor b VII
[162.5, 173.0) 181 41 41 325/2 10.500 5/8 5/8 4/4 1 1 <NA> III.I6 True False minor major III III, minor b III
minor couperin_concerts c01n01_prelude [16.0, 22.5) 14 5 4 16 6.500 1/2 1/2 4/4 1 1 <NA> ii.iio{ False True major minor ii ii, major G ii
c01n02_allemande [37.5, 47.5) 41 11 9 75/2 10.000 3/4 3/4 4/4 1 1 <NA> vi.ii%65 False True major minor vi vi, major G vi
c01n03_sarabande [0.0, 13.0) 0 1 1 0 13.000 0 0 3/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[25.0, 28.5) 24 10 9 25 3.500 1/4 1/4 3/4 1 1 <NA> i.V2 True True minor minor i i, minor g i
[28.5, 48.0) 27 11 10 57/2 19.500 3/8 3/8 3/4 1 1 <NA> v.i64 True True minor minor v v, minor g v
[52.0, 84.0) 46 19 18 52 32.000 1/4 1/4 3/4 1 1 <NA> i.ii%65 True True minor minor i i, minor g i
c01n04_gavotte [0.0, 22.0) 0 1 0 0 22.000 0 1/2 2/2 1 1 <NA> g.i{ True True minor minor i i, minor g i
[33.0, 56.0) 29 11 8 33 23.000 3/4 3/4 2/2 1 1 <NA> i.V65/iv True True minor minor i i, minor g i
c01n05_gigue [35.5, 46.0) 58 14 12 71/2 10.500 0 0 6/8 1 1 <NA> vi.V False True major minor vi vi, major G vi
[52.0, 57.5) 80 19 17 52 5.500 3/8 3/8 6/8 1 1 <NA> ii.VIM65 False True major minor ii ii, major G ii
c01n06_menuet_en_trio [0.0, 30.0) 0 1 1 0 30.000 0 0 3/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[48.0, 72.0) 30 18 17 48 24.000 0 0 3/4 1 1 <NA> i.V/iv{ True True minor minor i i, minor g i
c02n02_allemande_fuguee [52.0, 67.5) 62 15 13 52 15.500 3/8 3/8 4/4 1 1 <NA> ii.i6{ False True major minor ii ii, major D ii
c02n03_air_tendre [0.0, 25.0) 0 1 1 0 25.000 0 0 3/4 1 1 <NA> d.i{ True True minor minor i i, minor d i
[29.5, 37.0) 21 10 10 59/2 7.500 5/8 5/8 3/4 1 1 <NA> iv.IV True True minor minor iv iv, minor d iv
[37.0, 48.0) 29 13 13 37 11.000 1/4 1/4 3/4 1 1 <NA> i.III True True minor minor i i, minor d i
[73.0, 120.0) 55 25 25 73 47.000 1/4 1/4 3/4 1 1 <NA> i.VI True True minor minor i i, minor d i
c02n04_air_contrefugue [0.0, 9.0) 0 1 0 0 9.000 0 1/8 2/4 1 1 <NA> d.V{ True True minor minor i i, minor d i
[21.0, 25.0) 19 11 10 21 4.000 3/8 3/8 2/4 1 1 <NA> iv.IV6 True True minor minor iv iv, minor d iv
[25.0, 48.0) 23 13 12 25 23.000 3/8 3/8 2/4 1 1 <NA> v.iv6 True True minor minor v v, minor d v
[48.0, 52.5) 52 26 24 48 4.500 0 1/8 2/4 1 1 <NA> i.V{ True True minor minor i i, minor d i
[52.5, 64.0) 58 28 26 105/2 11.500 1/4 1/4 2/4 1 1 <NA> iv.V True True minor minor iv iv, minor d iv
[76.0, 125.5) 91 40 38 76 49.500 1/8 1/8 2/4 1 1 <NA> i.VII{ True True minor minor i i, minor d i
c02n05_echos [141.0, 165.0) 79 48 48 141 24.000 0 0 3/4 1 1 <NA> vi.i{ False True major minor vi vi, major D vi
[165.0, 171.0) 92 56 56 165 6.000 0 0 3/4 1 1 <NA> ii.V{ False True major minor ii ii, major D ii
c03n02_allemande [33.0, 44.0) 51 10 8 33 11.000 1/2 1/2 4/4 1 1 <NA> vi.VIM7 False True major minor vi vi, major A vi
[44.0, 51.0) 67 13 10 44 7.000 1/4 1/4 4/4 1 1 <NA> ii.IV6 False True major minor ii ii, major A ii
c03n03_courante [0.0, 33.0) 0 1 0 0 33.000 0 11/8 3/2 1 1 <NA> a.i{ True True minor minor i i, minor a i
[33.0, 60.5) 22 7 6 33 27.500 5/8 5/8 3/2 1 1 <NA> v.V6{ True True minor minor v v, minor a v
[60.5, 68.5) 42 13 11 121/2 8.000 0 0 3/2 1 1 <NA> i.V True True minor minor i i, minor a i
[68.5, 81.5) 49 14 12 137/2 13.000 1/2 1/2 3/2 1 1 <NA> iv.V2 True True minor minor iv iv, minor a iv
[99.5, 104.5) 71 19 17 199/2 5.000 3/4 3/4 3/2 1 1 <NA> i.V43 True True minor minor i i, minor a i
[112.5, 150.5) 82 21 19 225/2 38.000 1 1 3/2 1 1 <NA> i.iv7 True True minor minor i i, minor a i
c03n04_sarabande_grave [0.0, 13.0) 0 1 1 0 13.000 0 0 3/4 1 1 <NA> a.i{ True True minor minor i i, minor a i
[23.75, 39.0) 16 8 8 95/4 15.250 11/16 11/16 3/4 1 1 <NA> i.i{ True True minor minor i i, minor a i
[39.0, 48.0) 29 14 14 39 9.000 0 0 3/4 1 1 <NA> iv.III+7 True True minor minor iv iv, minor a iv
[61.0, 66.0) 47 21 21 61 5.000 1/4 1/4 3/4 1 1 <NA> iv.iv True True minor minor iv iv, minor a iv
[66.0, 96.0) 51 23 23 66 30.000 0 0 3/4 1 1 <NA> i.i True True minor minor i i, minor a i
c03n05_gavotte [0.0, 15.0) 0 1 0 0 15.000 0 1/2 2/2 1 1 <NA> a.i{ True True minor minor i i, minor a i
[25.0, 32.0) 21 7 6 25 7.000 3/4 3/4 2/2 1 1 <NA> iv.V2 True True minor minor iv iv, minor a iv
[32.0, 40.0) 25 9 8 32 8.000 1/2 1/2 2/2 1 1 <NA> i.iv65{ True True minor minor i i, minor a i
[40.0, 48.0) 31 12 9 40 8.000 0 1/2 2/2 1 1 <NA> v.i{ True True minor minor v v, minor a v
[48.0, 56.0) 37 14 11 48 8.000 1/2 1/2 2/2 1 1 <NA> iv.ii{ True True minor minor iv iv, minor a iv
[66.0, 104.0) 52 19 16 66 38.000 0 0 2/2 1 1 <NA> i.VII6 True True minor minor i i, minor a i
c03n06_musette_1 [48.0, 84.0) 15 19 16 48 36.000 0 3/8 6/8 1 1 <NA> i.i{ False True major minor i i, major A i
c03n07_musette_2 [48.0, 84.0) 15 19 15 48 36.000 0 3/8 6/8 1 1 <NA> i.i{ False True major minor i i, major A i
c03n08_chaconne_legere [0.0, 3.0) 0 1 0 0 3.000 0 1/8 3/8 1 1 <NA> a.i{ True True minor minor i i, minor a i
[6.0, 15.5) 10 5 4 6 9.500 1/8 1/8 3/8 1 1 <NA> i.V65/iv{ True True minor minor i i, minor a i
[18.0, 24.0) 29 14 12 18 6.000 1/8 1/8 3/8 1 1 <NA> v.i6{ True True minor minor v v, minor a v
[24.0, 39.0) 38 18 16 24 15.000 1/8 1/8 3/8 1 1 <NA> i.v{ True True minor minor i i, minor a i
[42.0, 60.0) 62 30 28 42 18.000 1/8 1/8 3/8 1 1 <NA> i.V65/iv{ True True minor minor i i, minor a i
[60.0, 72.0) 91 42 40 60 12.000 1/8 1/8 3/8 1 1 <NA> v.i6{ True True minor minor v v, minor a v
[72.0, 87.0) 109 50 48 72 15.000 1/8 1/8 3/8 1 1 <NA> i.V65{ True True minor minor i i, minor a i
[90.0, 102.0) 139 62 60 90 12.000 1/8 1/8 3/8 1 1 <NA> i.V65/iv{ True True minor minor i i, minor a i
[162.0, 165.0) 237 112 108 162 3.000 0 1/8 3/8 1 1 <NA> i.i{ True True minor minor i i, minor a i
[168.0, 177.0) 247 116 112 168 9.000 1/8 1/8 3/8 1 1 <NA> i.V65/iv{ True True minor minor i i, minor a i
[180.0, 193.0) 267 124 120 180 13.000 1/8 1/8 3/8 1 1 <NA> i.V65/iv{ True True minor minor i i, minor a i
c04n01_prelude [1.0, 13.0) 0 1 1 1 12.000 1/4 1/4 4/4 1 1 <NA> e.i{ True True minor minor i i, minor e i
[28.0, 32.0) 47 8 8 28 4.000 0 0 4/4 1 1 <NA> i.i True True minor minor i i, minor e i
[32.0, 35.5) 54 9 9 32 3.500 0 0 4/4 1 1 <NA> iv.V64 True True minor minor iv iv, minor e iv
[35.5, 54.0) 59 9 9 71/2 18.500 7/8 7/8 4/4 1 1 <NA> i.IV2 True True minor minor i i, minor e i
c04n02_allemande [0.0, 15.5) 0 1 0 0 15.500 0 3/8 4/4 1 1 <NA> e.i{ True True minor minor i i, minor e i
[15.5, 20.0) 20 5 4 31/2 4.500 1/4 1/4 4/4 1 1 <NA> v.ii%65 True True minor minor v v, minor e v
[35.5, 56.0) 48 11 9 71/2 20.500 1/4 1/4 4/4 1 1 <NA> i.i{ True True minor minor i i, minor e i
c04n03_courante_francoise [59.5, 63.5) 39 12 10 119/2 4.000 5/4 5/4 3/2 1 1 <NA> vi.i False True major minor vi vi, major E vi
[63.5, 72.5) 43 13 11 127/2 9.000 3/4 3/4 3/2 1 1 <NA> ii.III+ False True major minor ii ii, major E ii
c04n04_courante_a_litalienne [0.0, 25.5) 0 1 0 0 25.500 0 3/8 6/8 1 1 <NA> e.i{ True True minor minor i i, minor e i
[55.5, 79.5) 29 20 19 111/2 24.000 0 0 6/8 1 1 <NA> i.i True True minor minor i i, minor e i
[96.0, 118.5) 59 34 32 96 22.500 3/8 3/8 6/8 1 1 <NA> i.i64 True True minor minor i i, minor e i
[118.5, 131.5) 80 42 40 237/2 13.000 0 0 6/8 1 1 <NA> iv.III True True minor minor iv iv, minor e iv
[131.5, 219.0) 93 46 44 263/2 87.500 1/4 1/4 6/8 1 1 <NA> i.V/VII True True minor minor i i, minor e i
c04n05_sarabande [36.0, 48.0) 23 13 13 36 12.000 0 0 3/4 1 1 <NA> ii.ii%43{ False True major minor ii ii, major E ii
c04n06_rigaudon [32.5, 48.5) 22 19 16 65/2 16.000 0 0 2/4 1 1 <NA> ii.i False True major minor ii ii, major E ii
c04n07_forlane [48.5, 60.0) 34 19 15 97/2 11.500 1/8 3/8 6/8 1 1 <NA> vi.i False True major minor vi vi, major E vi
[132.0, 168.0) 121 49 43 132 36.000 0 1/4 6/8 1 1 <NA> i.i{ False True major minor i i, major E i
c05n01_prelude [41.0, 47.0) 54 29 28 41 6.000 0 0 3/8 1 1 <NA> ii.V False True major minor ii ii, major F ii
c05n02_allemande [52.5, 64.5) 58 15 13 105/2 12.000 1/2 1/2 2/2 1 1 <NA> vi.VIM7 False True major minor vi vi, major F vi
[64.5, 72.5) 70 18 16 129/2 8.000 1/2 1/2 2/2 1 1 <NA> ii.V6 False True major minor ii ii, major F ii
[72.5, 80.5) 74 20 18 145/2 8.000 1/2 1/2 2/2 1 1 <NA> v.V65 False True major minor v v, major F v
[80.5, 88.5) 78 22 20 161/2 8.000 1/2 1/2 2/2 1 1 <NA> ii.ii%43 False True major minor ii ii, major F ii
c05n03_sarabande [0.0, 16.0) 0 1 1 0 16.000 0 0 3/4 1 1 <NA> f.i{ True True minor minor i i, minor f i
[16.0, 24.0) 12 6 6 16 8.000 1/4 1/4 3/4 1 1 <NA> v.iio True True minor minor v v, minor f v
[48.0, 54.0) 38 17 17 48 6.000 0 0 3/4 1 1 <NA> iv.V{ True True minor minor iv iv, minor f iv
[54.0, 72.0) 42 19 19 54 18.000 0 0 3/4 1 1 <NA> i.IV2 True True minor minor i i, minor f i
c05n04_gavote [0.0, 34.0) 0 1 0 0 34.000 0 1/2 4/4 1 1 <NA> f.i{ True True minor minor i i, minor f i
[34.0, 40.0) 26 10 9 34 6.000 0 0 4/4 1 1 <NA> v.ii%65 True True minor minor v v, minor f v
[50.0, 56.0) 39 15 13 50 6.000 0 0 4/4 1 1 <NA> i.iv True True minor minor i i, minor f i
[56.0, 60.0) 44 16 14 56 4.000 1/2 1/2 4/4 1 1 <NA> iv.V65{ True True minor minor iv iv, minor f iv
[77.0, 88.0) 63 21 19 77 11.000 3/4 3/4 4/4 1 1 <NA> iv.V43 True True minor minor iv iv, minor f iv
[88.0, 108.0) 73 24 22 88 20.000 1/2 1/2 4/4 1 1 <NA> i.i{ True True minor minor i i, minor f i
[112.0, 128.0) 92 30 28 112 16.000 1/2 1/2 4/4 1 1 <NA> i.i{ True True minor minor i i, minor f i
c05n05_musete [84.0, 120.0) 57 32 28 84 36.000 0 3/8 6/8 1 1 <NA> vi.i6{ False True major minor vi vi, major F vi
c06n01_grave [50.0, 64.0) 58 13 13 50 14.000 1/2 1/2 4/4 1 1 <NA> vi.VI7 False True major minor vi vi, major Bb vi
c06n02_allemande [52.5, 64.5) 42 15 13 105/2 12.000 1/2 1/2 4/4 1 1 <NA> vi.iio6 False True major minor vi vi, major Bb vi
[64.5, 67.5) 59 18 16 129/2 3.000 1/2 1/2 4/4 1 1 <NA> ii.V7 False True major minor ii ii, major Bb ii
c06n03_sarabande [55.0, 73.0) 46 21 19 55 18.000 0 0 3/4 1 1 <NA> vi.ii%65 False True major minor vi vi, major Bb vi
[73.0, 78.0) 63 27 25 73 5.000 0 0 3/4 1 1 <NA> ii.IV6 False True major minor ii ii, major Bb ii
c06n04_air_diable [48.0, 60.0) 56 26 24 48 12.000 3/8 3/8 2/4 1 1 <NA> ii.i6{ False True major minor ii ii, major Bb ii
c06n05_siciliene [66.5, 84.5) 64 13 11 133/2 18.000 3/8 3/8 12/8 1 1 <NA> ii.i{ False True major minor ii ii, major Bb ii
c07n01_grave [0.5, 12.0) 0 1 1 1/2 11.500 1/8 1/8 4/4 1 1 <NA> g.V{ True True minor minor i i, minor g i
[17.5, 21.0) 25 5 5 35/2 3.500 3/8 3/8 4/4 1 1 <NA> i.i64 True True minor minor i i, minor g i
[21.0, 28.5) 31 6 6 21 7.500 1/4 1/4 4/4 1 1 <NA> v.V43{ True True minor minor v v, minor g v
[32.5, 56.0) 48 9 9 65/2 23.500 1/8 1/8 4/4 1 1 <NA> i.IV6{ True True minor minor i i, minor g i
c07n02_allemande [0.0, 10.5) 0 1 0 0 10.500 0 3/8 4/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[20.0, 24.0) 19 6 5 20 4.000 3/8 3/8 4/4 1 1 <NA> iv.i{ True True minor minor iv iv, minor g iv
[24.0, 48.0) 22 7 6 24 24.000 3/8 3/8 4/4 1 1 <NA> v.iio65 True True minor minor v v, minor g v
[56.5, 70.0) 60 16 14 113/2 13.500 1/2 1/2 4/4 1 1 <NA> iv.V6 True True minor minor iv iv, minor g iv
[70.0, 112.0) 81 19 17 70 42.000 7/8 7/8 4/4 1 1 <NA> i.i True True minor minor i i, minor g i
c07n03_sarabande [0.0, 27.0) 0 1 1 0 27.000 0 0 3/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[27.0, 36.0) 18 10 10 27 9.000 0 0 3/4 1 1 <NA> iv.V True True minor minor iv iv, minor g iv
[48.0, 99.0) 35 17 17 48 51.000 0 0 3/4 1 1 <NA> i.i64{ True True minor minor i i, minor g i
c07n04_fuguete [9.0, 15.0) 0 4 3 9 6.000 3/8 3/8 6/8 1 1 <NA> g.i{ True True minor minor i i, minor g i
[22.5, 27.0) 13 9 8 45/2 4.500 0 0 6/8 1 1 <NA> iv.i6 True True minor minor iv iv, minor g iv
[27.0, 43.5) 17 10 9 27 16.500 3/8 3/8 6/8 1 1 <NA> i.i6 True True minor minor i i, minor g i
[43.5, 57.0) 33 16 15 87/2 13.500 0 0 6/8 1 1 <NA> v.V65 True True minor minor v v, minor g v
[72.0, 81.0) 65 26 24 72 9.000 3/8 3/8 6/8 1 1 <NA> iv.i6{ True True minor minor iv iv, minor g iv
[81.0, 87.0) 74 29 27 81 6.000 3/8 3/8 6/8 1 1 <NA> i.i{ True True minor minor i i, minor g i
[94.5, 105.0) 87 34 32 189/2 10.500 0 0 6/8 1 1 <NA> v.i True True minor minor v v, minor g v
[105.0, 150.0) 98 37 35 105 45.000 3/8 3/8 6/8 1 1 <NA> i.V2{ True True minor minor i i, minor g i
c07n05_gavote [16.0, 26.0) 0 5 4 16 10.000 1/2 1/2 4/4 1 1 <NA> g.i6{ True True minor minor i i, minor g i
[26.0, 32.0) 5 8 7 26 6.000 0 0 4/4 1 1 <NA> v.i6 True True minor minor v v, minor g v
[32.0, 40.0) 9 10 8 32 8.000 0 1/2 4/4 1 1 <NA> iv.i6{ True True minor minor iv iv, minor g iv
[64.0, 72.0) 25 18 16 64 8.000 1/2 1/2 4/4 1 1 <NA> iv.i6{ True True minor minor iv iv, minor g iv
[80.0, 112.0) 33 22 20 80 32.000 1/2 1/2 4/4 1 1 <NA> i.iv{ True True minor minor i i, minor g i
c07n06_siciliene [0.0, 13.5) 0 1 0 0 13.500 0 5/8 12/8 1 1 <NA> g.i{ True True minor minor i i, minor g i
[48.0, 72.5) 43 10 8 48 24.500 0 5/8 12/8 1 1 <NA> iv.i{ True True minor minor iv iv, minor g iv
[72.5, 108.0) 70 14 12 145/2 35.500 3/4 3/4 12/8 1 1 <NA> i.#viio7 True True minor minor i i, minor g i
c08n01_ouverture [16.5, 25.5) 13 5 4 33/2 9.000 3/4 3/4 4/4 1 1 <NA> vi.i6 False True major minor vi vi, major G vi
[25.5, 41.5) 18 8 7 51/2 16.000 0 0 4/4 1 1 <NA> ii.V2 False True major minor ii ii, major G ii
[146.5, 173.5) 89 46 44 293/2 27.000 0 0 3/4 1 1 <NA> vi.VI False True major minor vi vi, major G vi
c08n02_ritournele [0.0, 26.0) 0 1 1 0 26.000 0 0 2/2 1 1 <NA> g.i{ True True minor minor i i, minor g i
[26.0, 34.0) 17 7 7 26 8.000 1/2 1/2 2/2 1 1 <NA> iv.V2{ True True minor minor iv iv, minor g iv
[42.0, 47.0) 30 11 11 42 5.000 1/2 1/2 2/2 1 1 <NA> iv.#vio64 True True minor minor iv iv, minor g iv
[47.0, 66.0) 34 12 12 47 19.000 3/4 3/4 2/2 1 1 <NA> i.ii%65 True True minor minor i i, minor g i
[66.0, 84.0) 45 17 17 66 18.000 0 0 6/4 1 1 <NA> iv.III+ True True minor minor iv iv, minor g iv
[122.0, 132.0) 62 26 26 122 10.000 1/2 1/2 6/4 1 1 <NA> i.V43 True True minor minor i i, minor g i
[132.0, 168.0) 66 28 28 132 36.000 0 0 6/4 1 1 <NA> v.IV True True minor minor v v, minor g v
[168.0, 240.0) 79 34 34 168 72.000 0 0 6/4 1 1 <NA> i.V{ True True minor minor i i, minor g i
[240.0, 288.0) 92 46 46 240 48.000 0 0 6/4 1 1 <NA> iv.V{ True True minor minor iv iv, minor g iv
[288.0, 336.0) 109 54 54 288 48.000 0 0 6/4 1 1 <NA> i.IV{ True True minor minor i i, minor g i
c08n03_air [0.0, 24.0) 0 1 1 0 24.000 0 0 4/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[36.0, 58.0) 19 10 10 36 22.000 0 0 4/4 1 1 <NA> i.#vi%7 True True minor minor i i, minor g i
[98.0, 124.0) 47 26 25 98 26.000 1/2 1/2 4/4 1 1 <NA> i.V2 True True minor minor i i, minor g i
c08n04_air_tendre [0.0, 28.0) 0 1 0 0 28.000 0 1/2 3/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[60.0, 72.0) 46 23 20 60 12.000 1/2 1/2 3/4 1 1 <NA> v.i6{ True True minor minor v v, minor g v
c08n06_Loure [69.0, 111.0) 44 14 12 69 42.000 0 0 6/4 1 1 <NA> vi.V65 False True major minor vi vi, major G vi
[111.0, 138.0) 66 21 19 111 27.000 0 0 6/4 1 1 <NA> ii.V43 False True major minor ii ii, major G ii
c08n07_air [0.0, 22.0) 0 1 0 0 22.000 0 3/4 4/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[22.0, 32.0) 14 7 6 22 10.000 1/4 1/4 4/4 1 1 <NA> v.i6 True True minor minor v v, minor g v
[79.0, 90.0) 51 22 20 79 11.000 1/2 1/2 4/4 1 1 <NA> iv.V True True minor minor iv iv, minor g iv
[90.0, 112.0) 58 25 23 90 22.000 1/4 1/4 4/4 1 1 <NA> i.i6 True True minor minor i i, minor g i
c08n08_sarabande [17.0, 24.0) 15 6 6 17 7.000 1/2 1/2 3/4 1 1 <NA> v.ii%43 False True major minor v v, major G v
[31.0, 48.0) 28 12 11 31 17.000 1/4 1/4 3/4 1 1 <NA> vi.ii%65 False True major minor vi vi, major G vi
c08n09_air_leger [47.0, 60.0) 26 17 16 47 13.000 1/2 1/2 3/4 1 1 <NA> vi.ii%65 False True major minor vi vi, major G vi
c08n10_air_lentement [0.0, 44.0) 0 1 1 0 44.000 0 0 3/4 1 1 <NA> g.i{ True True minor minor i i, minor g i
[58.0, 70.0) 46 21 20 58 12.000 1/4 1/4 3/4 1 1 2 i.III{ True True minor minor i i, minor g i
[70.0, 88.0) 53 25 24 70 18.000 1/4 1/4 3/4 1 1 <NA> v.i{ True True minor minor v v, minor g v
[88.0, 138.0) 67 31 30 88 50.000 1/4 1/4 3/4 1 1 <NA> i.i{ True True minor minor i i, minor g i
c08n11_air_baccantes [62.0, 79.0) 32 12 10 62 17.000 1 1 6/4 1 1 <NA> vi.ii%65 False True major minor vi vi, major G vi
c09n01_charme [34.0, 49.0) 57 9 9 34 15.000 1/2 1/2 4/4 1 1 <NA> vi.VI False True major minor vi vi, major E vi
c09n02_lenjouement [65.5, 78.5) 88 18 16 131/2 13.000 1/2 1/2 4/4 1 1 <NA> ii.iv7 False True major minor ii ii, major E ii
[97.0, 109.5) 123 26 24 97 12.500 3/8 3/8 4/4 1 1 <NA> vi.i6 False True major minor vi vi, major E vi
c09n03_graces [75.5, 83.5) 56 15 13 151/2 8.000 3/4 3/4 6/4 1 1 <NA> ii.iv7 False True major minor ii ii, major E ii
[83.5, 99.5) 61 16 14 167/2 16.000 5/4 5/4 6/4 1 1 <NA> v.ii65 False True major minor v v, major E v
c09n04_Lejene [44.0, 66.5) 43 24 22 44 22.500 0 3/8 2/4 1 1 <NA> vi.v{ False True major minor vi vi, major E vi
c09n05_vivacite [56.5, 72.5) 60 16 14 113/2 16.000 1/8 1/2 4/4 1 1 <NA> vi.iv False True major minor vi vi, major E vi
[72.5, 80.5) 83 20 18 145/2 8.000 1/2 1/2 4/4 1 1 <NA> ii.V2 False True major minor ii ii, major E ii
[80.5, 91.5) 97 22 20 161/2 11.000 1/2 1/2 4/4 1 1 <NA> v.V2 False True major minor v v, major E v
c09n06_Sarabande [0.0, 24.0) 0 1 1 0 24.000 0 0 3/4 1 1 <NA> e.i{ True True minor minor i i, minor e i
[48.0, 72.0) 30 18 17 48 24.000 0 0 3/4 1 1 <NA> i.V65/iv{ True True minor minor i i, minor e i
c09n07_douceur [0.0, 13.25) 0 1 0 0 13.250 0 3/16 3/8 1 1 <NA> e.i{ True True minor minor i i, minor e i
[24.25, 36.75) 42 18 16 97/4 12.500 1/4 1/4 3/8 1 1 2 iv.ii%43 True True minor minor iv iv, minor e iv
[36.75, 63.0) 61 27 25 147/4 26.250 0 0 3/8 1 1 <NA> i.V/V True True minor minor i i, minor e i
c09n08_caetera [0.0, 13.5) 0 1 0 0 13.500 0 3/8 6/8 1 1 <NA> e.i{ True True minor minor i i, minor e i
[24.0, 30.0) 21 10 8 24 6.000 3/8 3/8 6/8 1 1 <NA> v.V/VII{ True True minor minor v v, minor e v
[30.0, 36.0) 32 12 10 30 6.000 3/8 3/8 6/8 1 1 <NA> i.ii%43{ True True minor minor i i, minor e i
c10n01_gravement [1.25, 9.0) 0 1 1 5/4 7.750 5/16 5/16 4/4 1 1 <NA> a.i{ True True minor minor i i, minor a i
[17.0, 25.0) 20 5 5 17 8.000 1/4 1/4 4/4 1 1 <NA> v.i{ True True minor minor v v, minor a v
[25.0, 29.0) 33 7 7 25 4.000 1/4 1/4 4/4 1 1 <NA> i.i6{ True True minor minor i i, minor a i
[29.0, 33.0) 40 8 8 29 4.000 1/4 1/4 4/4 1 1 <NA> iv.ii6{ True True minor minor iv iv, minor a iv
[33.0, 56.0) 46 9 9 33 23.000 1/4 1/4 4/4 1 1 <NA> i.iio{ True True minor minor i i, minor a i
c10n02_air [0.0, 12.0) 0 1 0 0 12.000 0 3/8 6/8 1 1 <NA> a.i{ True True minor minor i i, minor a i
[24.0, 33.0) 26 9 8 24 9.000 3/8 3/8 6/8 1 1 <NA> i.i6 True True minor minor i i, minor a i
[33.0, 45.0) 38 12 11 33 12.000 3/8 3/8 6/8 1 1 <NA> v.ii%43{ True True minor minor v v, minor a v
[50.75, 59.0) 62 19 17 203/4 8.250 5/16 5/16 6/8 1 1 <NA> iv.V43 True True minor minor iv iv, minor a iv
[59.0, 96.0) 77 22 20 59 37.000 1/8 1/8 6/8 1 1 <NA> i.VI True True minor minor i i, minor a i
c10n03_plainte [77.0, 93.0) 47 23 20 77 16.000 0 1/8 4/4 1 1 <NA> i.i{ False True major minor i i, major A i
[119.5, 144.5) 75 34 30 239/2 25.000 3/4 3/4 4/4 1 1 <NA> i.iio6 False True major minor i i, major A i
c11n01_majestueusement [0.0, 34.0) 0 1 1 0 34.000 0 0 6/4 1 1 <NA> c.i{ True True minor minor i i, minor c i
[48.0, 96.0) 18 9 9 48 48.000 0 0 6/4 1 1 <NA> i.i{ True True minor minor i i, minor c i
[140.0, 146.0) 55 24 24 140 6.000 1/2 1/2 6/4 1 1 <NA> i.V65 True True minor minor i i, minor c i
[146.0, 174.0) 59 25 25 146 28.000 1/2 1/2 6/4 1 1 <NA> v.iio True True minor minor v v, minor c v
[174.0, 228.0) 68 30 30 174 54.000 0 0 6/4 1 1 <NA> i.i6{ True True minor minor i i, minor c i
c11n02_allemande [0.375, 12.0) 0 1 0 3/8 11.625 3/32 11/32 4/4 1 1 <NA> c.i6{ True True minor minor i i, minor c i
[24.0, 36.0) 27 7 6 24 12.000 1/4 1/4 4/4 1 1 <NA> i.VIM65 True True minor minor i i, minor c i
[36.0, 41.0) 37 11 9 36 5.000 1/4 1/4 4/4 1 1 <NA> iv.V65 True True minor minor iv iv, minor c iv
[48.25, 56.0) 56 14 12 193/4 7.750 5/16 5/16 4/4 1 1 <NA> v.i6 True True minor minor v v, minor c v
[56.0, 88.0) 69 16 14 56 32.000 1/4 1/4 4/4 1 1 <NA> i.V6/iv True True minor minor i i, minor c i
c11n03_seconde_allemande [0.0, 7.5) 0 1 0 0 7.500 0 3/8 4/4 1 1 <NA> c.i{ True True minor minor i i, minor c i
[15.5, 17.0) 21 5 4 31/2 1.500 1/4 1/4 4/4 1 1 <NA> i.V65 True True minor minor i i, minor c i
[17.0, 28.5) 24 5 4 17 11.500 5/8 5/8 4/4 1 1 <NA> v.i64 True True minor minor v v, minor c v
[28.5, 30.5) 41 9 7 57/2 2.000 1/8 1/2 4/4 1 1 <NA> i.i{ True True minor minor i i, minor c i
[30.5, 35.5) 43 10 8 61/2 5.000 0 0 4/4 1 1 <NA> iv.III+ True True minor minor iv iv, minor c iv
[43.5, 47.5) 65 13 11 87/2 4.000 1/4 1/4 4/4 1 1 <NA> i.VIM7 True True minor minor i i, minor c i
[47.5, 55.5) 69 14 12 95/2 8.000 1/4 1/4 4/4 1 1 <NA> v.iio{ True True minor minor v v, minor c v
[55.5, 80.0) 81 16 14 111/2 24.500 1/4 1/4 4/4 1 1 <NA> i.i6 True True minor minor i i, minor c i
c11n04_courante [0.0, 31.5) 0 1 0 0 31.500 0 11/8 6/4 1 1 <NA> c.i{ True True minor minor i i, minor c i
[31.5, 42.0) 25 7 6 63/2 10.500 1/4 1/4 6/4 1 1 <NA> v.iio True True minor minor v v, minor c v
[42.0, 58.5) 31 9 7 42 16.500 0 11/8 6/4 1 1 <NA> i.V{ True True minor minor i i, minor c i
[69.5, 108.0) 53 14 12 139/2 38.500 3/4 3/4 6/4 1 1 <NA> i.V6/iv True True minor minor i i, minor c i
c11n05_seconde_courante [63.5, 75.5) 42 13 11 127/2 12.000 3/4 3/4 6/4 1 1 <NA> ii.V2 False True major minor ii ii, major C ii
[93.5, 101.5) 66 18 16 187/2 8.000 3/4 3/4 6/4 1 1 <NA> ii.iio False True major minor ii ii, major C ii
c11n06_sarabande [0.0, 12.0) 0 1 1 0 12.000 0 0 3/4 1 1 <NA> c.i{ True True minor minor i i, minor c i
[22.0, 36.0) 13 8 8 22 14.000 1/4 1/4 3/4 1 1 <NA> v.V65/iv True True minor minor v v, minor c v
[36.0, 48.0) 22 13 13 36 12.000 0 0 3/4 1 1 <NA> i.V7{ True True minor minor i i, minor c i
[48.0, 58.0) 30 17 17 48 10.000 0 0 3/4 1 1 <NA> iv.V65{ True True minor minor iv iv, minor c iv
[84.0, 89.0) 53 29 29 84 5.000 0 0 3/4 1 1 <NA> i.V/iv True True minor minor i i, minor c i
[89.0, 96.0) 57 30 30 89 7.000 1/2 1/2 3/4 1 1 <NA> v.V True True minor minor v v, minor c v
[96.0, 108.0) 63 33 33 96 12.000 0 0 3/4 1 1 <NA> i.ii%65 True True minor minor i i, minor c i
c11n07_gigue [0.0, 13.0) 0 1 0 0 13.000 0 3/8 6/8 1 1 <NA> c.i{ True True minor minor i i, minor c i
[25.5, 44.5) 21 10 9 51/2 19.000 0 0 6/8 1 1 <NA> v.i6 True True minor minor v v, minor c v
[44.5, 54.0) 45 17 15 89/2 9.500 1/4 1/4 6/8 1 1 <NA> i.ii%43 True True minor minor i i, minor c i
[66.0, 80.5) 74 24 22 66 14.500 3/8 3/8 6/8 1 1 <NA> v.i{ True True minor minor v v, minor c v
[80.5, 130.5) 94 29 27 161/2 50.000 1/4 1/4 6/8 1 1 <NA> i.ii%43 True True minor minor i i, minor c i
c11n08_Rondeau [0.0, 12.5) 0 1 0 0 12.500 0 1/4 3/8 1 1 <NA> c.i{ True True minor minor i i, minor c i
[18.0, 24.0) 30 14 12 18 6.000 1/4 1/4 3/8 1 1 <NA> v.i{ True True minor minor v v, minor c v
[24.0, 25.0) 42 19 16 24 1.000 0 1/4 3/8 1 1 <NA> i.V{ True True minor minor i i, minor c i
[36.0, 50.0) 64 28 24 36 14.000 0 0 3/8 1 1 <NA> i.i{ True True minor minor i i, minor c i
[50.0, 62.0) 81 37 33 50 12.000 0 0 3/8 1 1 <NA> v.i True True minor minor v v, minor c v
[62.0, 85.5) 97 45 41 62 23.500 0 0 3/8 1 1 <NA> i.V/iv True True minor minor i i, minor c i
c14n01_gravement [0.0, 6.5) 0 1 1 0 6.500 0 0 4/4 1 1 <NA> d.i{ True True minor minor i i, minor d i
[11.0, 13.5) 16 3 3 11 2.500 3/4 3/4 4/4 1 1 <NA> i.IV2 True True minor minor i i, minor d i
[13.5, 17.0) 21 4 4 27/2 3.500 3/8 3/8 4/4 1 1 <NA> v.III+6 True True minor minor v v, minor d v
[17.0, 27.0) 27 5 5 17 10.000 1/4 1/4 4/4 1 1 <NA> iv.V6 True True minor minor iv iv, minor d iv
[27.0, 38.75) 40 7 7 27 11.750 3/4 3/4 4/4 1 1 <NA> i.ii%65 True True minor minor i i, minor d i
[42.0, 60.0) 61 11 11 42 18.000 1/2 1/2 4/4 1 1 <NA> i.iv64 True True minor minor i i, minor d i
c14n02_allemande [0.5, 13.0) 0 2 1 1/2 12.500 0 1/8 4/4 1 1 <NA> d.i{ True True minor minor i i, minor d i
[13.0, 21.0) 15 5 4 13 8.000 1/4 1/4 4/4 1 1 <NA> v.i True True minor minor v v, minor d v
[28.0, 46.0) 36 9 8 28 18.000 0 0 4/4 1 1 <NA> i.VIM7 True True minor minor i i, minor d i
[62.0, 70.5) 67 18 16 62 8.500 1/2 1/2 4/4 1 1 <NA> i.iv True True minor minor i i, minor d i
[70.5, 73.0) 75 20 18 141/2 2.500 5/8 5/8 4/4 1 1 <NA> iv.V True True minor minor iv iv, minor d iv
[73.0, 96.0) 79 21 19 73 23.000 1/4 1/4 4/4 1 1 <NA> i.ii{ True True minor minor i i, minor d i
c14n03_sarabande [0.0, 27.0) 0 1 1 0 27.000 0 0 3/4 1 1 <NA> d.i{ True True minor minor i i, minor d i
[36.0, 84.0) 20 13 13 36 48.000 0 0 3/4 1 1 <NA> i.v{ True True minor minor i i, minor d i
c14n04_fuguete [0.5, 6.5) 0 1 1 1/2 6.000 1/8 1/8 6/8 1 1 <NA> d.i{ True True minor minor i i, minor d i
[6.5, 16.5) 8 3 3 13/2 10.000 1/8 1/8 6/8 1 1 <NA> v.i{ True True minor minor v v, minor d v
[16.5, 24.5) 25 6 6 33/2 8.000 3/8 3/8 6/8 1 1 <NA> i.V65 True True minor minor i i, minor d i
[35.0, 39.5) 49 12 12 35 4.500 1/2 1/2 6/8 1 1 <NA> i.iv6 True True minor minor i i, minor d i
[39.5, 45.5) 56 14 14 79/2 6.000 1/8 1/8 6/8 1 1 <NA> v.i{ True True minor minor v v, minor d v
[45.5, 48.5) 66 16 16 91/2 3.000 1/8 1/8 6/8 1 1 <NA> ii.i{ True True minor minor ii ii, minor d ii
[48.5, 52.5) 71 17 17 97/2 4.000 1/8 1/8 6/8 1 1 <NA> v.V65 True True minor minor v v, minor d v
[52.5, 87.5) 80 18 18 105/2 35.000 3/8 3/8 6/8 1 1 <NA> i.V True True minor minor i i, minor d i
[99.0, 132.0) 141 34 34 99 33.000 0 0 6/8 1 1 <NA> i.iv True True minor minor i i, minor d i
[138.5, 168.0) 184 47 47 277/2 29.500 1/8 1/8 6/8 1 1 <NA> i.i True True minor minor i i, minor d i
parnasse_01 [0.0, 22.5) 0 1 1 0 22.500 0 0 4/4 1 1 <NA> b.i{ True True minor minor i i, minor b i
[25.0, 27.0) 26 7 7 25 2.000 1/4 1/4 4/4 1 1 <NA> i.V65 True True minor minor i i, minor b i
[27.0, 36.0) 28 7 7 27 9.000 3/4 3/4 4/4 1 1 <NA> v.iio True True minor minor v v, minor b v
[36.0, 43.5) 40 10 10 36 7.500 0 0 4/4 1 1 <NA> i.V65 True True minor minor i i, minor b i
[43.5, 49.0) 48 11 11 87/2 5.500 7/8 7/8 4/4 1 1 <NA> v.ii%65 True True minor minor v v, minor b v
[49.0, 70.0) 55 13 13 49 21.000 1/4 1/4 4/4 1 1 <NA> i.V65/iv True True minor minor i i, minor b i
parnasse_02 [0.5, 9.5) 0 1 1 1/2 9.000 1/8 1/8 6/8 1 1 <NA> b.i{ True True minor minor i i, minor b i
[9.5, 13.5) 7 4 4 19/2 4.000 1/8 1/8 6/8 1 1 <NA> v.i True True minor minor v v, minor b v
[13.5, 19.5) 12 5 5 27/2 6.000 3/8 3/8 6/8 1 1 <NA> i.iv(9) True True minor minor i i, minor b i
[37.5, 45.5) 52 13 13 75/2 8.000 3/8 3/8 6/8 1 1 <NA> v.V2 True True minor minor v v, minor b v
[67.0, 84.0) 88 23 23 67 17.000 1/4 1/4 6/8 1 1 <NA> i.i6 True True minor minor i i, minor b i
[84.0, 102.0) 113 29 29 84 18.000 0 0 6/8 1 1 <NA> iv.iv(4) True True minor minor iv iv, minor b iv
[102.0, 104.5) 135 35 35 102 2.500 0 0 6/8 1 1 <NA> v.V2 True True minor minor v v, minor b v
[104.5, 120.5) 139 35 35 209/2 16.000 5/8 5/8 6/8 1 1 <NA> i.iv7 True True minor minor i i, minor b i
[132.5, 184.5) 179 45 45 265/2 52.000 1/8 1/8 6/8 1 1 <NA> i.i{ True True minor minor i i, minor b i
parnasse_03 [58.0, 80.0) 26 15 15 58 22.000 1/2 1/2 4/4 1 1 <NA> vi.V65 False True major minor vi vi, major D vi
[80.0, 100.0) 39 21 21 80 20.000 0 0 4/4 1 1 <NA> ii.III+M7(9) False True major minor ii ii, major D ii
[188.0, 235.0) 93 48 48 188 47.000 0 0 4/4 1 1 <NA> v.i6 False True major minor v v, major D v
parnasse_04 [30.0, 35.0) 31 21 21 30 5.000 0 0 3/8 1 1 <NA> ii.V False True major minor ii ii, major D ii
[63.0, 78.5) 75 43 43 63 15.500 0 0 3/8 1 1 <NA> vi.V7 False True major minor vi vi, major D vi
[78.5, 84.5) 94 53 53 157/2 6.000 1/8 1/8 3/8 1 1 <NA> iii.i{ False True major minor iii iii, major D iii
parnasse_05 [52.0, 73.5) 47 14 13 52 21.500 1/8 1/8 4/4 1 1 <NA> ii.i6 False True major minor ii ii, major D ii
parnasse_06 [18.5, 25.0) 33 13 13 37/2 6.500 1/8 1/8 3/8 1 1 <NA> iii.i False True major minor iii iii, major D iii
[32.0, 48.0) 45 22 22 32 16.000 1/8 1/8 3/8 1 1 <NA> iii.i False True major minor iii iii, major D iii
parnasse_07 [1.5, 13.25) 0 1 1 3/2 11.750 3/8 3/8 4/4 1 1 <NA> b.i{ True True minor minor i i, minor b i
[13.25, 25.0) 3 4 4 53/4 11.750 5/16 5/16 4/4 1 1 <NA> v.V{ True True minor minor v v, minor b v
[25.0, 40.0) 13 7 7 25 15.000 1/4 1/4 4/4 1 1 <NA> i.V{ True True minor minor i i, minor b i
[64.0, 81.5) 60 17 17 64 17.500 0 0 4/4 1 1 <NA> i.iv True True minor minor i i, minor b i
[81.5, 102.0) 81 21 21 163/2 20.500 3/8 3/8 4/4 1 1 <NA> iv.V7 True True minor minor iv iv, minor b iv
[102.0, 142.0) 104 26 26 102 40.000 1/2 1/2 4/4 1 1 <NA> i.iv True True minor minor i i, minor b i
[147.0, 157.0) 160 37 37 147 10.000 3/4 3/4 4/4 1 1 <NA> v.i True True minor minor v v, minor b v
[157.0, 162.5) 176 40 40 157 5.500 1/4 1/4 4/4 1 1 <NA> i.i{ True True minor minor i i, minor b i
[173.0, 212.0) 197 44 44 173 39.000 1/4 1/4 4/4 1 1 <NA> i.V True True minor minor i i, minor b i 
preceding = bass_notes.groupby(["piece", "localkey_slice"]).shift()
preceding.columns = "preceding_" + preceding.columns
subsequent = bass_notes.groupby(["piece", "localkey_slice"]).shift(-1)
subsequent.columns = "subsequent_" + subsequent.columns
BN = pd.concat([bass_notes, preceding, subsequent], axis=1)
BN["preceding_iv"] = BN.bass_note - BN.preceding_bass_note
BN["subsequent_iv"] = BN.subsequent_bass_note - BN.bass_note
BN["preceding_interval"] = ms3.transform(BN.preceding_iv, ms3.fifths2iv, smallest=True)
BN["subsequent_interval"] = ms3.transform(
    BN.subsequent_iv, ms3.fifths2iv, smallest=True
)
BN["preceding_iv_is_step"] = BN.preceding_iv.isin(
    (-5, -2, 2, 5)
).where(  # +m2, -M2, +M2, -m2
    BN.preceding_iv.notna()
)
BN["subsequent_iv_is_step"] = BN.subsequent_iv.isin((-5, -2, 2, 5)).where(
    BN.subsequent_iv.notna()
)
BN["preceding_iv_is_0"] = BN.preceding_iv == 0
BN["subsequent_iv_is_0"] = BN.subsequent_iv == 0
BN["preceding_movement"] = (
    BN.preceding_iv_is_step.map({True: "step", False: "leap"})
    .where(~BN.preceding_iv_is_0, "same")
    .where(BN.preceding_iv.notna(), "none")
)
BN["subsequent_movement"] = (
    BN.subsequent_iv_is_step.map({True: "step", False: "leap"})
    .where(~BN.subsequent_iv_is_0, "same")
    .where(BN.subsequent_iv.notna(), "none")
)
BN
mc mn quarterbeats duration_qb mc_onset mn_onset timesig staff voice volta label pedal chord numeral form figbass changes relativeroot cadence phraseend chord_type chord_tones added_tones root alt_label globalkey_is_minor localkey_is_minor globalkey_mode localkey_mode localkey_resolved localkey_and_mode root_roman relativeroot_resolved effective_localkey effective_localkey_resolved effective_localkey_is_minor pedal_resolved chord_and_mode chord_reduced chord_reduced_and_mode applied_to_numeral numeral_or_applied_to_numeral intervals_over_bass intervals_over_root scale_degrees scale_degrees_and_mode scale_degrees_major scale_degrees_minor bass_degree bass_degree_and_mode bass_degree_major bass_degree_minor bass_note_over_local_tonic globalkey localkey bass_note preceding_mc preceding_mn preceding_quarterbeats preceding_duration_qb preceding_mc_onset preceding_mn_onset preceding_timesig preceding_staff preceding_voice preceding_volta preceding_label preceding_pedal preceding_chord preceding_numeral preceding_form preceding_figbass preceding_changes preceding_relativeroot preceding_cadence preceding_phraseend preceding_chord_type preceding_chord_tones preceding_added_tones preceding_root preceding_alt_label preceding_globalkey_is_minor preceding_localkey_is_minor preceding_globalkey_mode preceding_localkey_mode preceding_localkey_resolved preceding_localkey_and_mode preceding_root_roman preceding_relativeroot_resolved preceding_effective_localkey preceding_effective_localkey_resolved preceding_effective_localkey_is_minor preceding_pedal_resolved preceding_chord_and_mode preceding_chord_reduced preceding_chord_reduced_and_mode preceding_applied_to_numeral preceding_numeral_or_applied_to_numeral preceding_intervals_over_bass preceding_intervals_over_root preceding_scale_degrees preceding_scale_degrees_and_mode preceding_scale_degrees_major preceding_scale_degrees_minor preceding_bass_degree preceding_bass_degree_and_mode preceding_bass_degree_major preceding_bass_degree_minor preceding_bass_note_over_local_tonic preceding_globalkey preceding_localkey preceding_bass_note subsequent_mc subsequent_mn subsequent_quarterbeats subsequent_duration_qb subsequent_mc_onset subsequent_mn_onset subsequent_timesig subsequent_staff subsequent_voice subsequent_volta subsequent_label subsequent_pedal subsequent_chord subsequent_numeral subsequent_form subsequent_figbass subsequent_changes subsequent_relativeroot subsequent_cadence subsequent_phraseend subsequent_chord_type subsequent_chord_tones subsequent_added_tones subsequent_root subsequent_alt_label subsequent_globalkey_is_minor subsequent_localkey_is_minor subsequent_globalkey_mode subsequent_localkey_mode subsequent_localkey_resolved subsequent_localkey_and_mode subsequent_root_roman subsequent_relativeroot_resolved subsequent_effective_localkey subsequent_effective_localkey_resolved subsequent_effective_localkey_is_minor subsequent_pedal_resolved subsequent_chord_and_mode subsequent_chord_reduced subsequent_chord_reduced_and_mode subsequent_applied_to_numeral subsequent_numeral_or_applied_to_numeral subsequent_intervals_over_bass subsequent_intervals_over_root subsequent_scale_degrees subsequent_scale_degrees_and_mode subsequent_scale_degrees_major subsequent_scale_degrees_minor subsequent_bass_degree subsequent_bass_degree_and_mode subsequent_bass_degree_major subsequent_bass_degree_minor subsequent_bass_note_over_local_tonic subsequent_globalkey subsequent_localkey subsequent_bass_note preceding_iv subsequent_iv preceding_interval subsequent_interval preceding_iv_is_step subsequent_iv_is_step preceding_iv_is_0 subsequent_iv_is_0 preceding_movement subsequent_movement
mode corpus piece localkey_slice i
major couperin_concerts c01n01_prelude [0.0, 16.0) 0 1 0 0 2.00 0 1/2 4/4 1 1 <NA> G.I{ <NA> I I <NA> <NA> <NA> <NA> <NA> { M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0 NaN <NA> NaN NaN NaN NaN <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> NaN NaN <NA> <NA> NaN NaN NaN NaN NaN NaN <NA> NaN <NA> NaN NaN NaN NaN <NA> <NA> NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN <NA> <NA> <NA> 2.0 1 2 2.00 0 0 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V, major V V, major <NA> V (M3, P5) (M3, P5) (5, 7, 2) (5, 7, 2), major (5, 7, 2) (5, #7, 2) 5 5, major 5 5 P5 G I 1 <NA> 1 <NA> -P4 <NA> False <NA> False none leap
1 2 1 2 2.00 0 0 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V, major V V, major <NA> V (M3, P5) (M3, P5) (5, 7, 2) (5, 7, 2), major (5, 7, 2) (5, #7, 2) 5 5, major 5 5 P5 G I 1 1.0 0 0 2.00 0 1/2 4/4 1 1 <NA> G.I{ <NA> I I <NA> <NA> <NA> <NA> <NA> { M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0 2.0 1 4 0.50 1/2 1/2 4/4 1 1 <NA> I6 <NA> I6 I <NA> 6 <NA> <NA> <NA> <NA> M (4, 1, 0) () 0 <NA> False False major major I I, major I NaN I I False <NA> I6, major I6 I6, major <NA> I (m3, m6) (M3, P5) (3, 5, 1) (3, 5, 1), major (3, 5, 1) (#3, 5, 1) 3 3, major 3 #3 M3 G I 4 1 3 -P4 -m3 False False False False leap leap
2 2 1 4 0.50 1/2 1/2 4/4 1 1 <NA> I6 <NA> I6 I <NA> 6 <NA> <NA> <NA> <NA> M (4, 1, 0) () 0 <NA> False False major major I I, major I NaN I I False <NA> I6, major I6 I6, major <NA> I (m3, m6) (M3, P5) (3, 5, 1) (3, 5, 1), major (3, 5, 1) (#3, 5, 1) 3 3, major 3 #3 M3 G I 4 2.0 1 2 2.00 0 0 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V, major V V, major <NA> V (M3, P5) (M3, P5) (5, 7, 2) (5, 7, 2), major (5, 7, 2) (5, #7, 2) 5 5, major 5 5 P5 G I 1 2.0 1 9/2 0.50 5/8 5/8 4/4 1 1 <NA> I <NA> I I <NA> <NA> <NA> <NA> <NA> <NA> M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0 3 -4 -m3 -M3 False False False False leap leap
3 2 1 9/2 0.50 5/8 5/8 4/4 1 1 <NA> I <NA> I I <NA> <NA> <NA> <NA> <NA> <NA> M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0 2.0 1 4 0.50 1/2 1/2 4/4 1 1 <NA> I6 <NA> I6 I <NA> 6 <NA> <NA> <NA> <NA> M (4, 1, 0) () 0 <NA> False False major major I I, major I NaN I I False <NA> I6, major I6 I6, major <NA> I (m3, m6) (M3, P5) (3, 5, 1) (3, 5, 1), major (3, 5, 1) (#3, 5, 1) 3 3, major 3 #3 M3 G I 4 2.0 1 5 0.75 3/4 3/4 4/4 1 1 <NA> V(4) <NA> V(4) V <NA> <NA> 4 <NA> <NA> <NA> M (1, 0, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V(4), major V V, major <NA> V (P4, P5) (P4, P5) (5, 1, 2) (5, 1, 2), major (5, 1, 2) (5, 1, 2) 5 5, major 5 5 P5 G I 1 -4 1 -M3 -P4 False False False False leap leap
4 2 1 5 0.75 3/4 3/4 4/4 1 1 <NA> V(4) <NA> V(4) V <NA> <NA> 4 <NA> <NA> <NA> M (1, 0, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V(4), major V V, major <NA> V (P4, P5) (P4, P5) (5, 1, 2) (5, 1, 2), major (5, 1, 2) (5, 1, 2) 5 5, major 5 5 P5 G I 1 2.0 1 9/2 0.50 5/8 5/8 4/4 1 1 <NA> I <NA> I I <NA> <NA> <NA> <NA> <NA> <NA> M (0, 4, 1) () 0 <NA> False False major major I I, major I NaN I I False <NA> I, major I I, major <NA> I (M3, P5) (M3, P5) (1, 3, 5) (1, 3, 5), major (1, 3, 5) (1, #3, 5) 1 1, major 1 1 P1 G I 0 2.0 1 23/4 0.25 15/16 15/16 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> False False major major I I, major V NaN I I False <NA> V, major V V, major <NA> V (M3, P5) (M3, P5) (5, 7, 2) (5, 7, 2), major (5, 7, 2) (5, #7, 2) 5 5, major 5 5 P5 G I 1 1 0 -P4 P1 False False False True leap same
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minor couperin_concerts parnasse_07 [173.0, 212.0) 230 52 52 411/2 0.25 3/8 3/8 4/4 1 1 <NA> i64 <NA> i64 i <NA> 64 <NA> <NA> <NA> <NA> m (1, 0, -3) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i64, minor i64 i64, minor <NA> i (P4, m6) (m3, P5) (5, 1, 3) (5, 1, 3), minor (5, 1, b3) (5, 1, 3) 5 5, minor 5 5 P5 b i 1 52.0 52 204 1.50 0 0 4/4 1 1 <NA> V|HC.CON} <NA> V V <NA> <NA> <NA> <NA> HC.CON } M (1, 5, 2) () 1 <NA> True True minor minor i i, minor V NaN i i True <NA> V, minor V V, minor <NA> V (M3, P5) (M3, P5) (5, #7, 2) (5, #7, 2), minor (5, 7, 2) (5, #7, 2) 5 5, minor 5 5 P5 b i 1 52.0 52 823/4 0.25 7/16 7/16 4/4 1 1 <NA> iio64 <NA> iio64 ii o 64 <NA> <NA> <NA> <NA> o (-4, 2, -1) () 2 <NA> True True minor minor i i, minor ii NaN i i True <NA> iio64, minor iio64 iio64, minor <NA> ii (a4, M6) (m3, d5) (6, 2, 4) (6, 2, 4), minor (b6, 2, 4) (6, 2, 4) 6 6, minor b6 6 m6 b i -4 0 -5 P1 m2 False True True False same step
231 52 52 823/4 0.25 7/16 7/16 4/4 1 1 <NA> iio64 <NA> iio64 ii o 64 <NA> <NA> <NA> <NA> o (-4, 2, -1) () 2 <NA> True True minor minor i i, minor ii NaN i i True <NA> iio64, minor iio64 iio64, minor <NA> ii (a4, M6) (m3, d5) (6, 2, 4) (6, 2, 4), minor (b6, 2, 4) (6, 2, 4) 6 6, minor b6 6 m6 b i -4 52.0 52 411/2 0.25 3/8 3/8 4/4 1 1 <NA> i64 <NA> i64 i <NA> 64 <NA> <NA> <NA> <NA> m (1, 0, -3) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i64, minor i64 i64, minor <NA> i (P4, m6) (m3, P5) (5, 1, 3) (5, 1, 3), minor (5, 1, b3) (5, 1, 3) 5 5, minor 5 5 P5 b i 1 52.0 52 206 1.00 1/2 1/2 4/4 1 1 <NA> i6 <NA> i6 i <NA> 6 <NA> <NA> <NA> <NA> m (-3, 1, 0) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i6, minor i6 i6, minor <NA> i (M3, M6) (m3, P5) (3, 5, 1) (3, 5, 1), minor (b3, 5, 1) (3, 5, 1) 3 3, minor b3 3 m3 b i -3 -5 1 m2 -P4 True False False False step leap
232 52 52 206 1.00 1/2 1/2 4/4 1 1 <NA> i6 <NA> i6 i <NA> 6 <NA> <NA> <NA> <NA> m (-3, 1, 0) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i6, minor i6 i6, minor <NA> i (M3, M6) (m3, P5) (3, 5, 1) (3, 5, 1), minor (b3, 5, 1) (3, 5, 1) 3 3, minor b3 3 m3 b i -3 52.0 52 823/4 0.25 7/16 7/16 4/4 1 1 <NA> iio64 <NA> iio64 ii o 64 <NA> <NA> <NA> <NA> o (-4, 2, -1) () 2 <NA> True True minor minor i i, minor ii NaN i i True <NA> iio64, minor iio64 iio64, minor <NA> ii (a4, M6) (m3, d5) (6, 2, 4) (6, 2, 4), minor (b6, 2, 4) (6, 2, 4) 6 6, minor b6 6 m6 b i -4 52.0 52 207 1.00 3/4 3/4 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> True True minor minor i i, minor V NaN i i True <NA> V, minor V V, minor <NA> V (M3, P5) (M3, P5) (5, #7, 2) (5, #7, 2), minor (5, 7, 2) (5, #7, 2) 5 5, minor 5 5 P5 b i 1 1 4 -P4 M3 False False False False leap leap
233 52 52 207 1.00 3/4 3/4 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> True True minor minor i i, minor V NaN i i True <NA> V, minor V V, minor <NA> V (M3, P5) (M3, P5) (5, #7, 2) (5, #7, 2), minor (5, 7, 2) (5, #7, 2) 5 5, minor 5 5 P5 b i 1 52.0 52 206 1.00 1/2 1/2 4/4 1 1 <NA> i6 <NA> i6 i <NA> 6 <NA> <NA> <NA> <NA> m (-3, 1, 0) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i6, minor i6 i6, minor <NA> i (M3, M6) (m3, P5) (3, 5, 1) (3, 5, 1), minor (b3, 5, 1) (3, 5, 1) 3 3, minor b3 3 m3 b i -3 53.0 53 208 4.00 0 0 4/4 1 1 <NA> i|PAC} <NA> i i <NA> <NA> <NA> <NA> PAC } m (0, -3, 1) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i, minor i i, minor <NA> i (m3, P5) (m3, P5) (1, 3, 5) (1, 3, 5), minor (1, b3, 5) (1, 3, 5) 1 1, minor 1 1 P1 b i 0 4 -1 M3 P4 False False False False leap leap
234 53 53 208 4.00 0 0 4/4 1 1 <NA> i|PAC} <NA> i i <NA> <NA> <NA> <NA> PAC } m (0, -3, 1) () 0 <NA> True True minor minor i i, minor i NaN i i True <NA> i, minor i i, minor <NA> i (m3, P5) (m3, P5) (1, 3, 5) (1, 3, 5), minor (1, b3, 5) (1, 3, 5) 1 1, minor 1 1 P1 b i 0 52.0 52 207 1.00 3/4 3/4 4/4 1 1 <NA> V <NA> V V <NA> <NA> <NA> <NA> <NA> <NA> M (1, 5, 2) () 1 <NA> True True minor minor i i, minor V NaN i i True <NA> V, minor V V, minor <NA> V (M3, P5) (M3, P5) (5, #7, 2) (5, #7, 2), minor (5, 7, 2) (5, #7, 2) 5 5, minor 5 5 P5 b i 1 NaN <NA> NaN NaN NaN NaN <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> <NA> NaN NaN <NA> <NA> NaN NaN NaN NaN NaN NaN <NA> NaN <NA> NaN NaN NaN NaN <NA> <NA> NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN <NA> <NA> <NA> -1 <NA> P4 <NA> False <NA> False <NA> leap none

8376 rows × 178 columns

ignore_mask = BN.subsequent_interval.isna() | BN.subsequent_interval.duplicated()
interval2fifths = (  # mapping that allows to order the x-axis with intervals according to LoF
    BN.loc[~ignore_mask, ["subsequent_interval", "subsequent_iv"]]
    .set_index("subsequent_interval")
    .iloc[:, 0]
    .sort_values()
)

interval_data = pd.concat(
    [
        BN.groupby("mode").subsequent_interval.value_counts(normalize=True),
        BN.groupby(["piece", "mode"])
        .subsequent_interval.value_counts(normalize=True)
        .groupby(["mode", "subsequent_interval"])
        .sem()
        .rename("std_err"),
    ],
    axis=1,
).reset_index()
fig = px.bar(
    interval_data,
    x="subsequent_interval",
    y="proportion",
    color="mode",
    barmode="group",
    error_y="std_err",
    color_discrete_map=utils.MAJOR_MINOR_COLORS,
    labels=dict(subsequent_interval="Interval"),
    title="Mode-wise proportion of how often a bass note moves by an interval",
    category_orders=dict(subsequent_interval=interval2fifths.index),
)
style_plotly(fig, "how_often_a_bass_note_moves_by_an_interval")

movement_data = pd.concat(
    [
        BN.groupby("mode").subsequent_movement.value_counts(
            normalize=True, dropna=False
        ),
        BN.groupby(["piece", "mode"])
        .subsequent_movement.value_counts(normalize=True, dropna=False)
        .groupby(["mode", "subsequent_movement"])
        .sem()
        .rename("std_err"),
    ],
    axis=1,
).reset_index()
movement_data.subsequent_movement = movement_data.subsequent_movement.fillna("none")
fig = px.bar(
    movement_data,
    x="subsequent_movement",
    y="proportion",
    color="mode",
    barmode="group",
    error_y="std_err",
    color_discrete_map=utils.MAJOR_MINOR_COLORS,
    labels=dict(subsequent_movement="Movement"),
    title="Mode-wise proportion of a bass note moving in a certain manner",
    category_orders=dict(subsequent_interval=interval2fifths.index),
)
style_plotly(fig, save_as="mode-wise_bass_motion")

def make_sankey_data(
    five_major, color_edges=True
) -> Tuple[pd.DataFrame, List[str], List[str]] | Tuple[pd.DataFrame, List[str]]:
    type_counts = five_major["intervals_over_bass"].value_counts()
    preceding_movement_counts = five_major["preceding_movement"].value_counts()
    subsequent_movement_counts = five_major["subsequent_movement"].value_counts()
    preceding_links = five_major.groupby(
        ["preceding_movement"]
    ).intervals_over_bass.value_counts()
    subsequent_links = five_major.groupby(
        ["subsequent_movement"]
    ).intervals_over_bass.value_counts()

    node_labels = []
    label_ids = dict()
    for key, node_sizes in (
        ("preceding", preceding_movement_counts),
        ("intervals", type_counts),
        ("subsequent", subsequent_movement_counts),
    ):
        for label in node_sizes.index:
            label_id = len(node_labels)
            node_labels.append(str(label))
            label_ids[(key, label)] = label_id

    edge_columns = ["source", "target", "value"]
    if color_edges:
        node_colors = utils.make_evenly_distributed_color_map(node_labels)
        edge_columns.append("color")

    links = []
    for (prec_mov, iv), cnt in preceding_links.items():
        source_id = label_ids.get(("preceding", prec_mov))
        target_id = label_ids.get(("intervals", iv))
        if color_edges:
            edge_color = node_colors[source_id]
            links.append((source_id, target_id, cnt, edge_color))
        else:
            links.append((source_id, target_id, cnt))

    for (subs_mov, iv), cnt in subsequent_links.items():
        source_id = label_ids.get(("intervals", iv))
        target_id = label_ids.get(("subsequent", subs_mov))
        if color_edges:
            edge_color = node_colors[target_id]
            links.append((source_id, target_id, cnt, edge_color))
        else:
            links.append((source_id, target_id, cnt))

    edge_data = pd.DataFrame(links, columns=edge_columns)
    if color_edges:
        return edge_data, node_labels, node_colors
    return edge_data, node_labels


def make_bass_degree_sankey(
    bass_degree: str, mode: Literal["major", "minor"], **layout
):
    edge_data, node_labels, node_colors = make_sankey_data(
        BN.loc[mode].query(f"bass_degree == '{bass_degree}'")
    )
    fig = utils.make_sankey(edge_data, node_labels, node_color=node_colors, **layout)
    return fig

Intervals over bass degree 1#

Major#

make_bass_degree_sankey(1, "major")

Minor#

make_bass_degree_sankey(1, "minor")

Intervals over bass degree 2#

Major#

make_bass_degree_sankey(2, "major")

Minor#

make_bass_degree_sankey(2, "minor")

Intervals over bass degree 3#

Major#

make_bass_degree_sankey(3, "major")

Minor#

make_bass_degree_sankey(3, "minor")

Intervals over bass degree 4#

Major#

make_bass_degree_sankey(4, "major")

Minor#

make_bass_degree_sankey(4, "minor")

Intervals over bass degree 5#

Major#

make_bass_degree_sankey(5, "major")

Minor#

make_bass_degree_sankey(5, "minor")

Intervals over bass degree 6#

Major#

make_bass_degree_sankey(6, "major")

Minor#

make_bass_degree_sankey(6, "minor")

Intervals over bass degree 7#

Major#

make_bass_degree_sankey(7, "major")

Minor#

make_bass_degree_sankey(7, "minor")